diff --git a/docs/guide/awesome.md b/docs/guide/awesome.md
index 708c99a1..0b4bf86c 100644
--- a/docs/guide/awesome.md
+++ b/docs/guide/awesome.md
@@ -12,8 +12,8 @@ import DataBadge from "../../.vitepress/components/DataBadge/DataBadge.vue";
* [CatAI](https://github.com/withcatai/catai) - a simplified AI assistant API for Node.js, with REST API support
-* [Manzoni](https://manzoni.app/) ([GitHub](https://github.com/gems-platforms/manzoni-app)) - a text editor running local LLMs
-
+* [QMD](https://github.com/tobi/qmd) (Query Markup Documents) - an on-device search engine for your markdown notes, meeting transcripts, documentation, and knowledge bases. Search with keywords or natural language
+
* [Clippy](https://felixrieseberg.github.io/clippy/) ([GitHub](https://github.com/felixrieseberg/clippy)) - Clippy, resurrected from the 1990s, now with some AI
@@ -25,6 +25,8 @@ import DataBadge from "../../.vitepress/components/DataBadge/DataBadge.vue";
* [nutshell](https://withnutshell.com) - Private AI meeting notes processed completely on your device
+* [Manzoni](https://manzoni.app/) ([GitHub](https://github.com/gems-platforms/manzoni-app)) - a text editor running local LLMs
+
diff --git a/llama/addon/AddonContext.cpp b/llama/addon/AddonContext.cpp
index 87b18970..2b70c08f 100644
--- a/llama/addon/AddonContext.cpp
+++ b/llama/addon/AddonContext.cpp
@@ -965,6 +965,69 @@ Napi::Value AddonContext::SetLoras(const Napi::CallbackInfo& info) {
return info.Env().Undefined();
}
+class RestoreCheckpointWorker : public Napi::AsyncWorker {
+ public:
+ AddonContext* context;
+ AddonContextSequenceCheckpoint* checkpoint;
+ std::size_t maxPosIndex;
+ bool restoreSuccess = false;
+
+ RestoreCheckpointWorker(const Napi::CallbackInfo& info, AddonContext* context, AddonContextSequenceCheckpoint* checkpoint, std::size_t maxPosIndex)
+ : Napi::AsyncWorker(info.Env(), "RestoreCheckpointWorker"),
+ context(context),
+ checkpoint(checkpoint),
+ maxPosIndex(maxPosIndex),
+ deferred(Napi::Promise::Deferred::New(info.Env())) {
+ context->Ref();
+ checkpoint->Ref();
+ }
+ ~RestoreCheckpointWorker() {
+ context->Unref();
+ checkpoint->Unref();
+ }
+
+ Napi::Promise GetPromise() {
+ return deferred.Promise();
+ }
+
+ protected:
+ Napi::Promise::Deferred deferred;
+
+ void Execute() {
+ try {
+ std::lock_guard lock(checkpoint->dataMutex);
+
+ std::size_t dataSize = checkpoint->data.size();
+ std::size_t restoreSize = llama_state_seq_set_data_ext(context->ctx, checkpoint->data.data(), dataSize, checkpoint->sequenceId, LLAMA_STATE_SEQ_FLAGS_PARTIAL_ONLY);
+ if (restoreSize == dataSize) {
+ restoreSuccess = (
+ llama_memory_seq_rm(llama_get_memory(context->ctx), checkpoint->sequenceId, maxPosIndex + 1, -1) &&
+ llama_memory_seq_pos_max(llama_get_memory(context->ctx), checkpoint->sequenceId) == maxPosIndex
+ );
+ }
+ } catch (const std::exception& e) {
+ SetError(e.what());
+ } catch(...) {
+ SetError("Unknown error when calling \"llama_state_seq_set_data_ext\"");
+ }
+ }
+ void OnOK() {
+ deferred.Resolve(Napi::Boolean::New(Env(), restoreSuccess));
+ }
+ void OnError(const Napi::Error& err) {
+ deferred.Reject(err.Value());
+ }
+};
+
+Napi::Value AddonContext::RestoreCheckpoint(const Napi::CallbackInfo& info) {
+ AddonContextSequenceCheckpoint* checkpoint = Napi::ObjectWrap::Unwrap(info[0].As());
+ std::size_t maxPosIndex = info[1].As().Int32Value();
+
+ RestoreCheckpointWorker* worker = new RestoreCheckpointWorker(info, this, checkpoint, maxPosIndex);
+ worker->Queue();
+ return worker->GetPromise();
+}
+
void AddonContext::init(Napi::Object exports) {
exports.Set(
"AddonContext",
@@ -992,8 +1055,113 @@ void AddonContext::init(Napi::Object exports) {
InstanceMethod("saveSequenceStateToFile", &AddonContext::SaveSequenceStateToFile),
InstanceMethod("loadSequenceStateFromFile", &AddonContext::LoadSequenceStateFromFile),
InstanceMethod("setLoras", &AddonContext::SetLoras),
+ InstanceMethod("restoreCheckpoint", &AddonContext::RestoreCheckpoint),
InstanceMethod("dispose", &AddonContext::Dispose),
}
)
);
}
+
+AddonContextSequenceCheckpoint::AddonContextSequenceCheckpoint(const Napi::CallbackInfo& info) : Napi::ObjectWrap(info) {
+
+}
+AddonContextSequenceCheckpoint::~AddonContextSequenceCheckpoint() {
+ dispose();
+}
+
+class AddonContextSequenceCheckpointInitWorker : public Napi::AsyncWorker {
+ public:
+ AddonContextSequenceCheckpoint* checkpoint;
+ AddonContext* context;
+
+ AddonContextSequenceCheckpointInitWorker(const Napi::CallbackInfo& info, AddonContextSequenceCheckpoint* checkpoint, AddonContext* context)
+ : Napi::AsyncWorker(info.Env(), "AddonContextSequenceCheckpointInitWorker"),
+ checkpoint(checkpoint),
+ context(context),
+ deferred(Napi::Promise::Deferred::New(info.Env())) {
+ checkpoint->Ref();
+ context->Ref();
+ }
+ ~AddonContextSequenceCheckpointInitWorker() {
+ checkpoint->Unref();
+ context->Unref();
+ }
+
+ Napi::Promise GetPromise() {
+ return deferred.Promise();
+ }
+
+ protected:
+ Napi::Promise::Deferred deferred;
+
+ void Execute() {
+ try {
+ checkpoint->minPos = llama_memory_seq_pos_min(llama_get_memory(context->ctx), checkpoint->sequenceId);
+ checkpoint->maxPos = llama_memory_seq_pos_max(llama_get_memory(context->ctx), checkpoint->sequenceId);
+ const size_t checkpointSize = llama_state_seq_get_size_ext(context->ctx, checkpoint->sequenceId, LLAMA_STATE_SEQ_FLAGS_PARTIAL_ONLY);
+
+ checkpoint->data.resize(checkpointSize, 0);
+ llama_state_seq_get_data_ext(context->ctx, checkpoint->data.data(), checkpointSize, checkpoint->sequenceId, LLAMA_STATE_SEQ_FLAGS_PARTIAL_ONLY);
+ } catch (const std::exception& e) {
+ SetError(e.what());
+ } catch(...) {
+ SetError("Unknown error when calling \"llama_state_seq_get_data_ext\"");
+ }
+ }
+ void OnOK() {
+ deferred.Resolve(Env().Undefined());
+ }
+ void OnError(const Napi::Error& err) {
+ deferred.Reject(err.Value());
+ }
+};
+
+Napi::Value AddonContextSequenceCheckpoint::Init(const Napi::CallbackInfo& info) {
+ AddonContext * context = Napi::ObjectWrap::Unwrap(info[0].As());
+ sequenceId = info[1].As().Int32Value();
+
+ AddonContextSequenceCheckpointInitWorker* worker = new AddonContextSequenceCheckpointInitWorker(info, this, context);
+ worker->Queue();
+ return worker->GetPromise();
+}
+
+Napi::Value AddonContextSequenceCheckpoint::Dispose(const Napi::CallbackInfo& info) {
+ dispose();
+ return info.Env().Undefined();
+}
+
+void AddonContextSequenceCheckpoint::dispose() {
+ std::lock_guard lock(dataMutex);
+ data.clear();
+ data.resize(0);
+}
+
+Napi::Value AddonContextSequenceCheckpoint::GetSize(const Napi::CallbackInfo& info) {
+ return Napi::Number::New(info.Env(), data.size());
+}
+
+Napi::Value AddonContextSequenceCheckpoint::GetMinPos(const Napi::CallbackInfo& info) {
+ return Napi::Number::New(info.Env(), minPos);
+}
+
+Napi::Value AddonContextSequenceCheckpoint::GetMaxPos(const Napi::CallbackInfo& info) {
+ return Napi::Number::New(info.Env(), maxPos);
+}
+
+void AddonContextSequenceCheckpoint::init(Napi::Object exports) {
+ exports.Set(
+ "AddonContextSequenceCheckpoint",
+ DefineClass(
+ exports.Env(),
+ "AddonContextSequenceCheckpoint",
+ {
+ InstanceMethod("init", &AddonContextSequenceCheckpoint::Init),
+ InstanceMethod("dispose", &AddonContextSequenceCheckpoint::Dispose),
+
+ InstanceAccessor("size", &AddonContextSequenceCheckpoint::GetSize, nullptr),
+ InstanceAccessor("minPos", &AddonContextSequenceCheckpoint::GetMinPos, nullptr),
+ InstanceAccessor("maxPos", &AddonContextSequenceCheckpoint::GetMaxPos, nullptr),
+ }
+ )
+ );
+}
\ No newline at end of file
diff --git a/llama/addon/AddonContext.h b/llama/addon/AddonContext.h
index 3e09f96d..2e677203 100644
--- a/llama/addon/AddonContext.h
+++ b/llama/addon/AddonContext.h
@@ -1,4 +1,7 @@
#pragma once
+
+#include
+
#include "llama.h"
#include "napi.h"
#include "addonGlobals.h"
@@ -53,6 +56,30 @@ class AddonContext : public Napi::ObjectWrap {
Napi::Value EnsureDraftContextIsCompatibleForSpeculative(const Napi::CallbackInfo& info);
Napi::Value SetLoras(const Napi::CallbackInfo& info);
+ Napi::Value RestoreCheckpoint(const Napi::CallbackInfo& info);
+
+ static void init(Napi::Object exports);
+};
+
+class AddonContextSequenceCheckpoint : public Napi::ObjectWrap {
+ public:
+ std::mutex dataMutex;
+ std::vector data;
+ llama_seq_id sequenceId = 0;
+ std::size_t minPos = 0;
+ std::size_t maxPos = 0;
+
+ AddonContextSequenceCheckpoint(const Napi::CallbackInfo& info);
+ ~AddonContextSequenceCheckpoint();
+
+ Napi::Value Init(const Napi::CallbackInfo& info);
+ Napi::Value Dispose(const Napi::CallbackInfo& info);
+
+ void dispose();
+
+ Napi::Value GetSize(const Napi::CallbackInfo& info);
+ Napi::Value GetMinPos(const Napi::CallbackInfo& info);
+ Napi::Value GetMaxPos(const Napi::CallbackInfo& info);
static void init(Napi::Object exports);
};
diff --git a/llama/addon/addon.cpp b/llama/addon/addon.cpp
index 837e0218..eb1f35bf 100644
--- a/llama/addon/addon.cpp
+++ b/llama/addon/addon.cpp
@@ -317,6 +317,7 @@ Napi::Object registerCallback(Napi::Env env, Napi::Object exports) {
AddonGrammar::init(exports);
AddonGrammarEvaluationState::init(exports);
AddonContext::init(exports);
+ AddonContextSequenceCheckpoint::init(exports);
AddonSampler::init(exports);
llama_log_set(addonLlamaCppLogCallback, nullptr);
diff --git a/package-lock.json b/package-lock.json
index 119a60df..34dbed59 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,7 +10,7 @@
"hasInstallScript": true,
"license": "MIT",
"dependencies": {
- "@huggingface/jinja": "^0.5.5",
+ "@huggingface/jinja": "^0.5.6",
"async-retry": "^1.3.3",
"bytes": "^3.1.2",
"chalk": "^5.6.2",
@@ -19,22 +19,22 @@
"cross-spawn": "^7.0.6",
"env-var": "^7.5.0",
"filenamify": "^6.0.0",
- "fs-extra": "^11.3.0",
+ "fs-extra": "^11.3.4",
"ignore": "^7.0.4",
"ipull": "^3.9.5",
"is-unicode-supported": "^2.1.0",
"lifecycle-utils": "^3.1.1",
"log-symbols": "^7.0.1",
"nanoid": "^5.1.6",
- "node-addon-api": "^8.5.0",
+ "node-addon-api": "^8.6.0",
"ora": "^9.3.0",
"pretty-ms": "^9.3.0",
"proper-lockfile": "^4.1.2",
"semver": "^7.7.1",
- "simple-git": "^3.32.2",
+ "simple-git": "^3.33.0",
"slice-ansi": "^8.0.0",
"stdout-update": "^4.0.1",
- "strip-ansi": "^7.1.2",
+ "strip-ansi": "^7.2.0",
"validate-npm-package-name": "^7.0.2",
"which": "^6.0.1",
"yargs": "^17.7.2"
@@ -53,7 +53,7 @@
"@resvg/resvg-js": "^2.6.2",
"@semantic-release/exec": "^7.1.0",
"@semantic-release/github": "^12.0.6",
- "@semantic-release/npm": "^13.1.4",
+ "@semantic-release/npm": "^13.1.5",
"@shikijs/vitepress-twoslash": "^3.22.0",
"@stylistic/eslint-plugin": "^5.8.0",
"@types/async-retry": "^1.4.9",
@@ -66,8 +66,8 @@
"@types/validate-npm-package-name": "^4.0.2",
"@types/which": "^3.0.4",
"@types/yargs": "^17.0.33",
- "@vitest/coverage-v8": "^4.0.18",
- "@vitest/ui": "^4.0.18",
+ "@vitest/coverage-v8": "^4.1.0",
+ "@vitest/ui": "^4.1.0",
"electron": "^40.4.1",
"eslint": "^9.39.2",
"eslint-import-resolver-typescript": "^4.4.4",
@@ -87,10 +87,10 @@
"typedoc-vitepress-theme": "^1.1.2",
"typescript": "^5.9.3",
"typescript-eslint": "^8.56.0",
- "vite-node": "^5.3.0",
+ "vite-node": "^6.0.0",
"vitepress": "^1.6.4",
"vitepress-plugin-llms": "^1.11.0",
- "vitest": "^4.0.18",
+ "vitest": "^4.1.0",
"zx": "^8.8.5"
},
"engines": {
@@ -157,9 +157,9 @@
}
},
"node_modules/@actions/http-client/node_modules/undici": {
- "version": "6.23.0",
- "resolved": "https://registry.npmjs.org/undici/-/undici-6.23.0.tgz",
- "integrity": "sha512-VfQPToRA5FZs/qJxLIinmU59u0r7LXqoJkCzinq3ckNJp3vKEh7jTWN589YQ5+aoAC/TGRLyJLCPKcLQbM8r9g==",
+ "version": "6.24.1",
+ "resolved": "https://registry.npmjs.org/undici/-/undici-6.24.1.tgz",
+ "integrity": "sha512-sC+b0tB1whOCzbtlx20fx3WgCXwkW627p4EA9uM+/tNNPkSS+eSEld6pAs9nDv7WbY1UUljBMYPtu9BCOrCWKA==",
"dev": true,
"license": "MIT",
"engines": {
@@ -173,6 +173,22 @@
"dev": true,
"license": "MIT"
},
+ "node_modules/@algolia/abtesting": {
+ "version": "1.15.2",
+ "resolved": "https://registry.npmjs.org/@algolia/abtesting/-/abtesting-1.15.2.tgz",
+ "integrity": "sha512-rF7vRVE61E0QORw8e2NNdnttcl3jmFMWS9B4hhdga12COe+lMa26bQLfcBn/Nbp9/AF/8gXdaRCPsVns3CnjsA==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@algolia/client-common": "5.49.2",
+ "@algolia/requester-browser-xhr": "5.49.2",
+ "@algolia/requester-fetch": "5.49.2",
+ "@algolia/requester-node-http": "5.49.2"
+ },
+ "engines": {
+ "node": ">= 14.0.0"
+ }
+ },
"node_modules/@algolia/autocomplete-core": {
"version": "1.17.7",
"resolved": "https://registry.npmjs.org/@algolia/autocomplete-core/-/autocomplete-core-1.17.7.tgz",
@@ -223,41 +239,41 @@
}
},
"node_modules/@algolia/client-abtesting": {
- "version": "5.18.0",
- "resolved": "https://registry.npmjs.org/@algolia/client-abtesting/-/client-abtesting-5.18.0.tgz",
- "integrity": "sha512-DLIrAukjsSrdMNNDx1ZTks72o4RH/1kOn8Wx5zZm8nnqFexG+JzY4SANnCNEjnFQPJTTvC+KpgiNW/CP2lumng==",
+ "version": "5.49.2",
+ "resolved": "https://registry.npmjs.org/@algolia/client-abtesting/-/client-abtesting-5.49.2.tgz",
+ "integrity": "sha512-XyvKCm0RRmovMI/ChaAVjTwpZhXdbgt3iZofK914HeEHLqD1MUFFVLz7M0+Ou7F56UkHXwRbpHwb9xBDNopprQ==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@algolia/client-common": "5.18.0",
- "@algolia/requester-browser-xhr": "5.18.0",
- "@algolia/requester-fetch": "5.18.0",
- "@algolia/requester-node-http": "5.18.0"
+ "@algolia/client-common": "5.49.2",
+ "@algolia/requester-browser-xhr": "5.49.2",
+ "@algolia/requester-fetch": "5.49.2",
+ "@algolia/requester-node-http": "5.49.2"
},
"engines": {
"node": ">= 14.0.0"
}
},
"node_modules/@algolia/client-analytics": {
- "version": "5.18.0",
- "resolved": "https://registry.npmjs.org/@algolia/client-analytics/-/client-analytics-5.18.0.tgz",
- "integrity": "sha512-0VpGG2uQW+h2aejxbG8VbnMCQ9ary9/ot7OASXi6OjE0SRkYQ/+pkW+q09+IScif3pmsVVYggmlMPtAsmYWHng==",
+ "version": "5.49.2",
+ "resolved": "https://registry.npmjs.org/@algolia/client-analytics/-/client-analytics-5.49.2.tgz",
+ "integrity": "sha512-jq/3qvtmj3NijZlhq7A1B0Cl41GfaBpjJxcwukGsYds6aMSCWrEAJ9pUqw/C9B3hAmILYKl7Ljz3N9SFvekD3Q==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@algolia/client-common": "5.18.0",
- "@algolia/requester-browser-xhr": "5.18.0",
- "@algolia/requester-fetch": "5.18.0",
- "@algolia/requester-node-http": "5.18.0"
+ "@algolia/client-common": "5.49.2",
+ "@algolia/requester-browser-xhr": "5.49.2",
+ "@algolia/requester-fetch": "5.49.2",
+ "@algolia/requester-node-http": "5.49.2"
},
"engines": {
"node": ">= 14.0.0"
}
},
"node_modules/@algolia/client-common": {
- "version": "5.18.0",
- "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-5.18.0.tgz",
- "integrity": "sha512-X1WMSC+1ve2qlMsemyTF5bIjwipOT+m99Ng1Tyl36ZjQKTa54oajBKE0BrmM8LD8jGdtukAgkUhFoYOaRbMcmQ==",
+ "version": "5.49.2",
+ "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-5.49.2.tgz",
+ "integrity": "sha512-bn0biLequn3epobCfjUqCxlIlurLr4RHu7RaE4trgN+RDcUq6HCVC3/yqq1hwbNYpVtulnTOJzcaxYlSr1fnuw==",
"dev": true,
"license": "MIT",
"engines": {
@@ -265,171 +281,178 @@
}
},
"node_modules/@algolia/client-insights": {
- "version": "5.18.0",
- "resolved": "https://registry.npmjs.org/@algolia/client-insights/-/client-insights-5.18.0.tgz",
- "integrity": "sha512-FAJRNANUOSs/FgYOJ/Njqp+YTe4TMz2GkeZtfsw1TMiA5mVNRS/nnMpxas9771aJz7KTEWvK9GwqPs0K6RMYWg==",
+ "version": "5.49.2",
+ "resolved": "https://registry.npmjs.org/@algolia/client-insights/-/client-insights-5.49.2.tgz",
+ "integrity": "sha512-z14wfFs1T3eeYbCArC8pvntAWsPo9f6hnUGoj8IoRUJTwgJiiySECkm8bmmV47/x0oGHfsVn3kBdjMX0yq0sNA==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@algolia/client-common": "5.18.0",
- "@algolia/requester-browser-xhr": "5.18.0",
- "@algolia/requester-fetch": "5.18.0",
- "@algolia/requester-node-http": "5.18.0"
+ "@algolia/client-common": "5.49.2",
+ "@algolia/requester-browser-xhr": "5.49.2",
+ "@algolia/requester-fetch": "5.49.2",
+ "@algolia/requester-node-http": "5.49.2"
},
"engines": {
"node": ">= 14.0.0"
}
},
"node_modules/@algolia/client-personalization": {
- "version": "5.18.0",
- "resolved": "https://registry.npmjs.org/@algolia/client-personalization/-/client-personalization-5.18.0.tgz",
- "integrity": "sha512-I2dc94Oiwic3SEbrRp8kvTZtYpJjGtg5y5XnqubgnA15AgX59YIY8frKsFG8SOH1n2rIhUClcuDkxYQNXJLg+w==",
+ "version": "5.49.2",
+ "resolved": "https://registry.npmjs.org/@algolia/client-personalization/-/client-personalization-5.49.2.tgz",
+ "integrity": "sha512-GpRf7yuuAX93+Qt0JGEJZwgtL0MFdjFO9n7dn8s2pA9mTjzl0Sc5+uTk1VPbIAuf7xhCP9Mve+URGb6J+EYxgA==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@algolia/client-common": "5.18.0",
- "@algolia/requester-browser-xhr": "5.18.0",
- "@algolia/requester-fetch": "5.18.0",
- "@algolia/requester-node-http": "5.18.0"
+ "@algolia/client-common": "5.49.2",
+ "@algolia/requester-browser-xhr": "5.49.2",
+ "@algolia/requester-fetch": "5.49.2",
+ "@algolia/requester-node-http": "5.49.2"
},
"engines": {
"node": ">= 14.0.0"
}
},
"node_modules/@algolia/client-query-suggestions": {
- "version": "5.18.0",
- "resolved": "https://registry.npmjs.org/@algolia/client-query-suggestions/-/client-query-suggestions-5.18.0.tgz",
- "integrity": "sha512-x6XKIQgKFTgK/bMasXhghoEjHhmgoP61pFPb9+TaUJ32aKOGc65b12usiGJ9A84yS73UDkXS452NjyP50Knh/g==",
+ "version": "5.49.2",
+ "resolved": "https://registry.npmjs.org/@algolia/client-query-suggestions/-/client-query-suggestions-5.49.2.tgz",
+ "integrity": "sha512-HZwApmNkp0DiAjZcLYdQLddcG4Agb88OkojiAHGgcm5DVXobT5uSZ9lmyrbw/tmQBJwgu2CNw4zTyXoIB7YbPA==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@algolia/client-common": "5.18.0",
- "@algolia/requester-browser-xhr": "5.18.0",
- "@algolia/requester-fetch": "5.18.0",
- "@algolia/requester-node-http": "5.18.0"
+ "@algolia/client-common": "5.49.2",
+ "@algolia/requester-browser-xhr": "5.49.2",
+ "@algolia/requester-fetch": "5.49.2",
+ "@algolia/requester-node-http": "5.49.2"
},
"engines": {
"node": ">= 14.0.0"
}
},
"node_modules/@algolia/client-search": {
- "version": "5.18.0",
- "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.18.0.tgz",
- "integrity": "sha512-qI3LcFsVgtvpsBGR7aNSJYxhsR+Zl46+958ODzg8aCxIcdxiK7QEVLMJMZAR57jGqW0Lg/vrjtuLFDMfSE53qA==",
+ "version": "5.49.2",
+ "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.49.2.tgz",
+ "integrity": "sha512-y1IOpG6OSmTpGg/CT0YBb/EAhR2nsC18QWp9Jy8HO9iGySpcwaTvs5kHa17daP3BMTwWyaX9/1tDTDQshZzXdg==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@algolia/client-common": "5.18.0",
- "@algolia/requester-browser-xhr": "5.18.0",
- "@algolia/requester-fetch": "5.18.0",
- "@algolia/requester-node-http": "5.18.0"
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+ "@algolia/client-common": "5.49.2"
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}
},
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+ "@algolia/client-common": "5.49.2"
},
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}
},
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"dev": true,
"license": "MIT",
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+ "@babel/helper-validator-identifier": "^7.28.5",
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- "picocolors": "^1.0.0"
+ "picocolors": "^1.1.1"
},
"engines": {
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}
},
+ "node_modules/@babel/code-frame/node_modules/js-tokens": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz",
+ "integrity": "sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==",
+ "dev": true,
+ "license": "MIT"
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"resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
@@ -502,17 +525,17 @@
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+ "resolved": "https://registry.npmjs.org/@commitlint/cli/-/cli-20.4.4.tgz",
+ "integrity": "sha512-GLMNQHYGcn0ohL2HMlAnXcD1PS2vqBBGbYKlhrRPOYsWiRoLWtrewsR3uKRb9v/IdS+qOS0vqJQ64n1g8VPKFw==",
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- "@commitlint/load": "^20.4.0",
- "@commitlint/read": "^20.4.0",
- "@commitlint/types": "^20.4.0",
+ "@commitlint/format": "^20.4.4",
+ "@commitlint/lint": "^20.4.4",
+ "@commitlint/load": "^20.4.4",
+ "@commitlint/read": "^20.4.4",
+ "@commitlint/types": "^20.4.4",
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},
@@ -524,27 +547,27 @@
}
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- "resolved": "https://registry.npmjs.org/@commitlint/config-conventional/-/config-conventional-20.4.1.tgz",
- "integrity": "sha512-0YUvIeBtpi86XriqrR+TCULVFiyYTIOEPjK7tTRMxjcBm1qlzb+kz7IF2WxL6Fq5DaundG8VO37BNgMkMTBwqA==",
+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/config-conventional/-/config-conventional-20.4.4.tgz",
+ "integrity": "sha512-Usg+XXbPNG2GtFWTgRURNWCge1iH1y6jQIvvklOdAbyn2t8ajfVwZCnf5t5X4gUsy17BOiY+myszGsSMIvhOVA==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@commitlint/types": "^20.4.0",
- "conventional-changelog-conventionalcommits": "^9.1.0"
+ "@commitlint/types": "^20.4.4",
+ "conventional-changelog-conventionalcommits": "^9.2.0"
},
"engines": {
"node": ">=v18"
}
},
"node_modules/@commitlint/config-validator": {
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+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/config-validator/-/config-validator-20.4.4.tgz",
+ "integrity": "sha512-K8hMS9PTLl7EYe5vWtSFQ/sgsV2PHUOtEnosg8k3ZQxCyfKD34I4C7FxWEfRTR54rFKeUYmM3pmRQqBNQeLdlw==",
"dev": true,
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+ "@commitlint/types": "^20.4.4",
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},
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@@ -552,13 +575,13 @@
}
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+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/ensure/-/ensure-20.4.4.tgz",
+ "integrity": "sha512-QivV0M1MGL867XCaF+jJkbVXEPKBALhUUXdjae66hes95aY1p3vBJdrcl3x8jDv2pdKWvIYIz+7DFRV/v0dRkA==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@commitlint/types": "^20.4.0",
+ "@commitlint/types": "^20.4.4",
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@@ -580,13 +603,13 @@
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+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/format/-/format-20.4.4.tgz",
+ "integrity": "sha512-jLi/JBA4GEQxc5135VYCnkShcm1/rarbXMn2Tlt3Si7DHiiNKHm4TaiJCLnGbZ1r8UfwDRk+qrzZ80kwh08Aow==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@commitlint/types": "^20.4.0",
+ "@commitlint/types": "^20.4.4",
"picocolors": "^1.1.1"
},
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@@ -594,13 +617,13 @@
}
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+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/is-ignored/-/is-ignored-20.4.4.tgz",
+ "integrity": "sha512-y76rT8yq02x+pMDBI2vY4y/ByAwmJTkta/pASbgo8tldBiKLduX8/2NCRTSCjb3SumE5FBeopERKx3oMIm8RTQ==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@commitlint/types": "^20.4.0",
+ "@commitlint/types": "^20.4.4",
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},
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@@ -608,33 +631,33 @@
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+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/lint/-/lint-20.4.4.tgz",
+ "integrity": "sha512-svOEW+RptcNpXKE7UllcAsV0HDIdOck9reC2TP1QA6K5Fo0xxQV+QPjV8Zqx9g6X/hQBkF2S9ZQZ78Xrv1Eiog==",
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- "@commitlint/parse": "^20.4.1",
- "@commitlint/rules": "^20.4.1",
- "@commitlint/types": "^20.4.0"
+ "@commitlint/is-ignored": "^20.4.4",
+ "@commitlint/parse": "^20.4.4",
+ "@commitlint/rules": "^20.4.4",
+ "@commitlint/types": "^20.4.4"
},
"engines": {
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}
},
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+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/load/-/load-20.4.4.tgz",
+ "integrity": "sha512-kvFrzvoIACa/fMjXEP0LNEJB1joaH3q3oeMJsLajXE5IXjYrNGVcW1ZFojXUruVJ7odTZbC3LdE/6+ONW4f2Dg==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@commitlint/config-validator": "^20.4.0",
+ "@commitlint/config-validator": "^20.4.4",
"@commitlint/execute-rule": "^20.0.0",
- "@commitlint/resolve-extends": "^20.4.0",
- "@commitlint/types": "^20.4.0",
- "cosmiconfig": "^9.0.0",
+ "@commitlint/resolve-extends": "^20.4.4",
+ "@commitlint/types": "^20.4.4",
+ "cosmiconfig": "^9.0.1",
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@@ -645,9 +668,9 @@
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- "resolved": "https://registry.npmjs.org/@commitlint/message/-/message-20.4.0.tgz",
- "integrity": "sha512-B5lGtvHgiLAIsK5nLINzVW0bN5hXv+EW35sKhYHE8F7V9Uz1fR4tx3wt7mobA5UNhZKUNgB/+ldVMQE6IHZRyA==",
+ "version": "20.4.3",
+ "resolved": "https://registry.npmjs.org/@commitlint/message/-/message-20.4.3.tgz",
+ "integrity": "sha512-6akwCYrzcrFcTYz9GyUaWlhisY4lmQ3KvrnabmhoeAV8nRH4dXJAh4+EUQ3uArtxxKQkvxJS78hNX2EU3USgxQ==",
"dev": true,
"license": "MIT",
"engines": {
@@ -655,30 +678,30 @@
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- "integrity": "sha512-XNtZjeRcFuAfUnhYrCY02+mpxwY4OmnvD3ETbVPs25xJFFz1nRo/25nHj+5eM+zTeRFvWFwD4GXWU2JEtoK1/w==",
+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/parse/-/parse-20.4.4.tgz",
+ "integrity": "sha512-AjfgOgrjEozeQNzhFu1KL5N0nDx4JZmswVJKNfOTLTUGp6xODhZHCHqb//QUHKOzx36If5DQ7tci2o7szYxu1A==",
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"dependencies": {
- "@commitlint/types": "^20.4.0",
- "conventional-changelog-angular": "^8.1.0",
- "conventional-commits-parser": "^6.2.1"
+ "@commitlint/types": "^20.4.4",
+ "conventional-changelog-angular": "^8.2.0",
+ "conventional-commits-parser": "^6.3.0"
},
"engines": {
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}
},
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- "version": "20.4.0",
- "resolved": "https://registry.npmjs.org/@commitlint/read/-/read-20.4.0.tgz",
- "integrity": "sha512-QfpFn6/I240ySEGv7YWqho4vxqtPpx40FS7kZZDjUJ+eHxu3azfhy7fFb5XzfTqVNp1hNoI3tEmiEPbDB44+cg==",
+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/read/-/read-20.4.4.tgz",
+ "integrity": "sha512-jvgdAQDdEY6L8kCxOo21IWoiAyNFzvrZb121wU2eBxI1DzWAUZgAq+a8LlJRbT0Qsj9INhIPVWgdaBbEzlF0dQ==",
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"dependencies": {
- "@commitlint/top-level": "^20.4.0",
- "@commitlint/types": "^20.4.0",
- "git-raw-commits": "^4.0.0",
+ "@commitlint/top-level": "^20.4.3",
+ "@commitlint/types": "^20.4.4",
+ "git-raw-commits": "^5.0.0",
"minimist": "^1.2.8",
"tinyexec": "^1.0.0"
},
@@ -687,14 +710,14 @@
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+ "version": "20.4.4",
+ "resolved": "https://registry.npmjs.org/@commitlint/resolve-extends/-/resolve-extends-20.4.4.tgz",
+ "integrity": "sha512-pyOf+yX3c3m/IWAn2Jop+7s0YGKPQ8YvQaxt9IQxnLIM3yZAlBdkKiQCT14TnrmZTkVGTXiLtckcnFTXYwlY0A==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@commitlint/config-validator": "^20.4.0",
- "@commitlint/types": "^20.4.0",
+ "@commitlint/config-validator": "^20.4.4",
+ "@commitlint/types": "^20.4.4",
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@@ -705,16 +728,16 @@
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},
"engines": {
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}
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+ "@emnapi/wasi-threads": "1.2.0",
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+ "extraneous": true,
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+ "extraneous": true,
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],
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"cpu": [
"arm64"
],
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],
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"cpu": [
"x64"
],
- "dev": true,
+ "extraneous": true,
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"os": [
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],
"engines": {
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"cpu": [
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"cpu": [
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],
- "dev": true,
+ "extraneous": true,
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- "optional": true,
"os": [
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],
"engines": {
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+ "node": ">=18"
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"cpu": [
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],
- "dev": true,
+ "extraneous": true,
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- "optional": true,
"os": [
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],
"engines": {
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+ "node": ">=18"
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"cpu": [
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],
- "dev": true,
+ "extraneous": true,
"license": "MIT",
- "optional": true,
"os": [
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],
"engines": {
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+ "node": ">=18"
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"cpu": [
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+ "extraneous": true,
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],
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+ "node": ">=18"
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@@ -1421,13 +1445,13 @@
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+ "resolved": "https://registry.npmjs.org/@eslint/compat/-/compat-2.0.3.tgz",
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+ "@eslint/core": "^1.1.1"
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@@ -1442,44 +1466,20 @@
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+ "version": "0.21.2",
+ "resolved": "https://registry.npmjs.org/@eslint/config-array/-/config-array-0.21.2.tgz",
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"debug": "^4.3.1",
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@@ -1507,9 +1507,9 @@
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+ "version": "1.1.1",
+ "resolved": "https://registry.npmjs.org/@eslint/core/-/core-1.1.1.tgz",
+ "integrity": "sha512-QUPblTtE51/7/Zhfv8BDwO0qkkzQL7P/aWWbqcf4xWLEYn1oKjdO0gglQBB4GAsu7u6wjijbCmzsUTy6mnk6oQ==",
"dev": true,
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@@ -1520,20 +1520,20 @@
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+ "version": "3.3.5",
+ "resolved": "https://registry.npmjs.org/@eslint/eslintrc/-/eslintrc-3.3.5.tgz",
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"dev": true,
"license": "MIT",
"dependencies": {
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+ "ajv": "^6.14.0",
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"ignore": "^5.2.0",
"import-fresh": "^3.2.1",
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+ "js-yaml": "^4.1.1",
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@@ -1544,9 +1544,9 @@
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+ "version": "6.14.0",
+ "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.14.0.tgz",
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"license": "MIT",
"dependencies": {
@@ -1560,17 +1560,6 @@
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}
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@@ -1588,23 +1577,10 @@
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+ "version": "9.39.4",
+ "resolved": "https://registry.npmjs.org/@eslint/js/-/js-9.39.4.tgz",
+ "integrity": "sha512-nE7DEIchvtiFTwBw4Lfbu59PG+kCofhjsKaCWzxTpt4lfRjRMqG6uMBzKXuEcyXhOHoUp9riAm7/aWYGhXZ9cw==",
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"license": "MIT",
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@@ -1652,13 +1628,13 @@
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+ "version": "1.7.5",
+ "resolved": "https://registry.npmjs.org/@floating-ui/core/-/core-1.7.5.tgz",
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"dev": true,
"license": "MIT",
"dependencies": {
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+ "@floating-ui/utils": "^0.2.11"
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@@ -1672,9 +1648,9 @@
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@@ -1689,46 +1665,26 @@
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+ "resolved": "https://registry.npmjs.org/@gerrit0/mini-shiki/-/mini-shiki-3.23.0.tgz",
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+ "engines": {
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}
},
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}
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+ "resolved": "https://registry.npmjs.org/@humanwhocodes/retry/-/retry-0.4.3.tgz",
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+ "resolved": "https://registry.npmjs.org/@iconify-json/simple-icons/-/simple-icons-1.2.73.tgz",
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+ "resolved": "https://registry.npmjs.org/@img/colour/-/colour-1.1.0.tgz",
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"dev": true,
"license": "MIT",
"engines": {
@@ -1922,6 +1864,9 @@
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],
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+ "libc": [
+ "glibc"
+ ],
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@@ -1939,6 +1884,9 @@
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@@ -1956,6 +1904,9 @@
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@@ -1973,6 +1924,9 @@
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@@ -1990,6 +1944,9 @@
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@@ -2007,6 +1964,9 @@
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@@ -2024,6 +1984,9 @@
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@@ -2196,6 +2180,9 @@
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@@ -2314,16 +2304,6 @@
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- "dev": true,
- "license": "BlueOak-1.0.0",
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@@ -2648,9 +2628,9 @@
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+ "version": "11.0.3",
+ "resolved": "https://registry.npmjs.org/@octokit/endpoint/-/endpoint-11.0.3.tgz",
+ "integrity": "sha512-FWFlNxghg4HrXkD3ifYbS/IdL/mDHjh9QcsNyhQjN8dplUoZbejsdpmuqdA76nxj2xoWPs7p8uX2SNr9rYu0Ag==",
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@@ -2700,9 +2680,9 @@
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+ "version": "8.1.0",
+ "resolved": "https://registry.npmjs.org/@octokit/plugin-retry/-/plugin-retry-8.1.0.tgz",
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@@ -2735,16 +2715,17 @@
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+ "version": "10.0.8",
+ "resolved": "https://registry.npmjs.org/@octokit/request/-/request-10.0.8.tgz",
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"dev": true,
"license": "MIT",
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"@octokit/types": "^16.0.0",
"fast-content-type-parse": "^3.0.0",
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},
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@@ -2774,6 +2755,26 @@
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}
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+ "resolved": "https://registry.npmjs.org/@oxc-project/runtime/-/runtime-0.115.0.tgz",
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+ "dev": true,
+ "license": "MIT",
+ "engines": {
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+ }
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+ "node_modules/@oxc-project/types": {
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+ "resolved": "https://registry.npmjs.org/@oxc-project/types/-/types-0.115.0.tgz",
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+ "dev": true,
+ "license": "MIT",
+ "funding": {
+ "url": "https://github.com/sponsors/Boshen"
+ }
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"node_modules/@pnpm/config.env-replace": {
"version": "1.1.0",
"resolved": "https://registry.npmjs.org/@pnpm/config.env-replace/-/config.env-replace-1.1.0.tgz",
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+ "version": "3.0.2",
+ "resolved": "https://registry.npmjs.org/@pnpm/npm-conf/-/npm-conf-3.0.2.tgz",
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"license": "MIT",
"dependencies": {
@@ -2885,6 +2886,9 @@
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@@ -2901,6 +2905,9 @@
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@@ -3091,6 +3104,9 @@
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@@ -3212,24 +3237,10 @@
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+ "node_modules/@rolldown/binding-android-arm64": {
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+ "resolved": "https://registry.npmjs.org/@rolldown/binding-android-arm64/-/binding-android-arm64-1.0.0-rc.9.tgz",
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"cpu": [
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@@ -3238,12 +3249,15 @@
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@@ -3252,12 +3266,15 @@
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+ "resolved": "https://registry.npmjs.org/@rolldown/binding-darwin-x64/-/binding-darwin-x64-1.0.0-rc.9.tgz",
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@@ -3266,26 +3283,15 @@
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- "cpu": [
- "arm64"
],
- "dev": true,
- "license": "MIT",
- "optional": true,
- "os": [
- "freebsd"
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+ "engines": {
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@@ -5317,76 +5692,90 @@
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@@ -7344,14 +7771,14 @@
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+ "resolved": "https://registry.npmjs.org/enhanced-resolve/-/enhanced-resolve-5.20.0.tgz",
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"dev": true,
"license": "MIT",
"dependencies": {
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- "tapable": "^2.2.0"
+ "tapable": "^2.3.0"
},
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@@ -7444,19 +7871,6 @@
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}
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- "dev": true,
- "license": "MIT",
- "engines": {
- "node": ">=12"
- },
- "funding": {
- "url": "https://github.com/sponsors/sindresorhus"
- }
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"resolved": "https://registry.npmjs.org/npm-run-path/-/npm-run-path-5.3.0.tgz",
@@ -7562,9 +7976,9 @@
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+ "version": "1.3.4",
+ "resolved": "https://registry.npmjs.org/error-ex/-/error-ex-1.3.4.tgz",
+ "integrity": "sha512-sqQamAnR14VgCr1A618A3sGrygcpK+HEbenA/HiEAkkUwcZIIB/tgWqHFxWgOyDh4nB4JCRimh79dR5Ywc9MDQ==",
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@@ -7728,9 +8142,9 @@
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+ "version": "1.45.1",
+ "resolved": "https://registry.npmjs.org/es-toolkit/-/es-toolkit-1.45.1.tgz",
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+ "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.27.4.tgz",
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+ "extraneous": true,
"hasInstallScript": true,
"license": "MIT",
"bin": {
"esbuild": "bin/esbuild"
},
"engines": {
- "node": ">=12"
+ "node": ">=18"
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+ "@esbuild/aix-ppc64": "0.27.4",
+ "@esbuild/android-arm": "0.27.4",
+ "@esbuild/android-arm64": "0.27.4",
+ "@esbuild/android-x64": "0.27.4",
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+ "@esbuild/freebsd-arm64": "0.27.4",
+ "@esbuild/freebsd-x64": "0.27.4",
+ "@esbuild/linux-arm": "0.27.4",
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+ "@esbuild/linux-ia32": "0.27.4",
+ "@esbuild/linux-loong64": "0.27.4",
+ "@esbuild/linux-mips64el": "0.27.4",
+ "@esbuild/linux-ppc64": "0.27.4",
+ "@esbuild/linux-riscv64": "0.27.4",
+ "@esbuild/linux-s390x": "0.27.4",
+ "@esbuild/linux-x64": "0.27.4",
+ "@esbuild/netbsd-arm64": "0.27.4",
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+ "@esbuild/win32-ia32": "0.27.4",
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},
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@@ -7808,25 +8225,25 @@
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+ "version": "9.39.4",
+ "resolved": "https://registry.npmjs.org/eslint/-/eslint-9.39.4.tgz",
+ "integrity": "sha512-XoMjdBOwe/esVgEvLmNsD3IRHkm7fbKIUGvrleloJXUZgDHig2IPWNniv+GwjyJXzuNqVjlr5+4yVUZjycJwfQ==",
"dev": true,
"license": "MIT",
"dependencies": {
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"@eslint-community/regexpp": "^4.12.1",
- "@eslint/config-array": "^0.21.1",
+ "@eslint/config-array": "^0.21.2",
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"@eslint/core": "^0.17.0",
- "@eslint/eslintrc": "^3.3.1",
- "@eslint/js": "9.39.2",
+ "@eslint/eslintrc": "^3.3.5",
+ "@eslint/js": "9.39.4",
"@eslint/plugin-kit": "^0.4.1",
"@humanfs/node": "^0.16.6",
"@humanwhocodes/module-importer": "^1.0.1",
"@humanwhocodes/retry": "^0.4.2",
"@types/estree": "^1.0.6",
- "ajv": "^6.12.4",
+ "ajv": "^6.14.0",
"chalk": "^4.0.0",
"cross-spawn": "^7.0.6",
"debug": "^4.3.2",
@@ -7845,7 +8262,7 @@
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"json-stable-stringify-without-jsonify": "^1.0.1",
"lodash.merge": "^4.6.2",
- "minimatch": "^3.1.2",
+ "minimatch": "^3.1.5",
"natural-compare": "^1.4.0",
"optionator": "^0.9.3"
},
@@ -8049,17 +8466,6 @@
"eslint": "^2 || ^3 || ^4 || ^5 || ^6 || ^7.2.0 || ^8 || ^9"
}
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- "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
- "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
- "dev": true,
- "license": "MIT",
- "dependencies": {
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- "concat-map": "0.0.1"
- }
- },
"node_modules/eslint-plugin-import/node_modules/debug": {
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"resolved": "https://registry.npmjs.org/debug/-/debug-3.2.7.tgz",
@@ -8070,23 +8476,10 @@
"ms": "^2.1.1"
}
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- "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
- "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
- "dev": true,
- "license": "ISC",
- "dependencies": {
- "brace-expansion": "^1.1.7"
- },
- "engines": {
- "node": "*"
- }
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- "node_modules/eslint-plugin-import/node_modules/semver": {
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- "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
- "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+ "node_modules/eslint-plugin-import/node_modules/semver": {
+ "version": "6.3.1",
+ "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+ "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
"dev": true,
"license": "ISC",
"bin": {
@@ -8094,9 +8487,9 @@
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- "resolved": "https://registry.npmjs.org/eslint-plugin-jsdoc/-/eslint-plugin-jsdoc-62.5.5.tgz",
- "integrity": "sha512-aRp0KVW26imgPqn17oSDnJdA3tlu+6D/xI/pqWzK5qDPQbldQ1Hsg84dYAsFyvGJhI+u/sGvzgGjMjlKQtUG/Q==",
+ "version": "62.8.0",
+ "resolved": "https://registry.npmjs.org/eslint-plugin-jsdoc/-/eslint-plugin-jsdoc-62.8.0.tgz",
+ "integrity": "sha512-hu3r9/6JBmPG6wTcqtYzgZAnjEG2eqRUATfkFscokESg1VDxZM21ZaMire0KjeMwfj+SXvgB4Rvh5LBuesj92w==",
"dev": true,
"license": "BSD-3-Clause",
"dependencies": {
@@ -8111,7 +8504,7 @@
"html-entities": "^2.6.0",
"object-deep-merge": "^2.0.0",
"parse-imports-exports": "^0.2.4",
- "semver": "^7.7.3",
+ "semver": "^7.7.4",
"spdx-expression-parse": "^4.0.0",
"to-valid-identifier": "^1.0.0"
},
@@ -8119,13 +8512,13 @@
"node": "^20.19.0 || ^22.13.0 || >=24"
},
"peerDependencies": {
- "eslint": "^7.0.0 || ^8.0.0 || ^9.0.0"
+ "eslint": "^7.0.0 || ^8.0.0 || ^9.0.0 || ^10.0.0"
}
},
"node_modules/eslint-plugin-jsdoc/node_modules/eslint-visitor-keys": {
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- "resolved": "https://registry.npmjs.org/eslint-visitor-keys/-/eslint-visitor-keys-5.0.0.tgz",
- "integrity": "sha512-A0XeIi7CXU7nPlfHS9loMYEKxUaONu/hTEzHTGba9Huu94Cq1hPivf+DE5erJozZOky0LfvXAyrV/tcswpLI0Q==",
+ "version": "5.0.1",
+ "resolved": "https://registry.npmjs.org/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz",
+ "integrity": "sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==",
"dev": true,
"license": "Apache-2.0",
"engines": {
@@ -8136,15 +8529,15 @@
}
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+ "version": "11.2.0",
+ "resolved": "https://registry.npmjs.org/espree/-/espree-11.2.0.tgz",
+ "integrity": "sha512-7p3DrVEIopW1B1avAGLuCSh1jubc01H2JHc8B4qqGblmg5gI9yumBgACjWo4JlIc04ufug4xJ3SQI8HkS/Rgzw==",
"dev": true,
"license": "BSD-2-Clause",
"dependencies": {
- "acorn": "^8.15.0",
+ "acorn": "^8.16.0",
"acorn-jsx": "^5.3.2",
- "eslint-visitor-keys": "^5.0.0"
+ "eslint-visitor-keys": "^5.0.1"
},
"engines": {
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@@ -8181,9 +8574,9 @@
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- "integrity": "sha512-OkToC372DtlQeje9/zHIo5CT8lRP/FUgEOKBEhU4e0abL7J7CD24fD9ohiLN5hagG/kWCYj4K5oaxxtj2Z0Dig==",
+ "version": "15.15.0",
+ "resolved": "https://registry.npmjs.org/globals/-/globals-15.15.0.tgz",
+ "integrity": "sha512-7ACyT3wmyp3I61S4fG682L0VA2RGD9otkqGJIwNUMF1SWUombIIk+af1unuDYgMm082aHYwD+mzJvv9Iu8dsgg==",
"dev": true,
"license": "MIT",
"engines": {
@@ -8247,9 +8640,9 @@
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- "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz",
- "integrity": "sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==",
+ "version": "6.14.0",
+ "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.14.0.tgz",
+ "integrity": "sha512-IWrosm/yrn43eiKqkfkHis7QioDleaXQHdDVPKg0FSwwd/DuvyX79TZnFOnYpB7dcsFAMmtFztZuXPDvSePkFw==",
"dev": true,
"license": "MIT",
"dependencies": {
@@ -8279,17 +8672,6 @@
"url": "https://github.com/chalk/ansi-styles?sponsor=1"
}
},
- "node_modules/eslint/node_modules/brace-expansion": {
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- "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
- "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
- "dev": true,
- "license": "MIT",
- "dependencies": {
- "balanced-match": "^1.0.0",
- "concat-map": "0.0.1"
- }
- },
"node_modules/eslint/node_modules/chalk": {
"version": "4.1.2",
"resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz",
@@ -8307,41 +8689,6 @@
"url": "https://github.com/chalk/chalk?sponsor=1"
}
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- "node_modules/eslint/node_modules/espree": {
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- "resolved": "https://registry.npmjs.org/espree/-/espree-10.4.0.tgz",
- "integrity": "sha512-j6PAQ2uUr79PZhBjP5C5fhl8e39FmRnOjsD5lGnWrFU8i2G776tBK7+nP8KuQUTTyAZUwfQqXAgrVH5MbH9CYQ==",
- "dev": true,
- "license": "BSD-2-Clause",
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- "acorn-jsx": "^5.3.2",
- "eslint-visitor-keys": "^4.2.1"
- },
- "engines": {
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- },
- "funding": {
- "url": "https://opencollective.com/eslint"
- }
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- "node_modules/eslint/node_modules/find-up": {
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- "resolved": "https://registry.npmjs.org/find-up/-/find-up-5.0.0.tgz",
- "integrity": "sha512-78/PXT1wlLLDgTzDs7sjq9hzz0vXD+zn+7wypEe4fXQxCmdmqfGsEPQxmiCSQI3ajFV91bVSsvNtrJRiW6nGng==",
- "dev": true,
- "license": "MIT",
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- "path-exists": "^4.0.0"
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- "funding": {
- "url": "https://github.com/sponsors/sindresorhus"
- }
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"resolved": "https://registry.npmjs.org/ignore/-/ignore-5.3.2.tgz",
@@ -8359,100 +8706,16 @@
"dev": true,
"license": "MIT"
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- "resolved": "https://registry.npmjs.org/locate-path/-/locate-path-6.0.0.tgz",
- "integrity": "sha512-iPZK6eYjbxRu3uB4/WZ3EsEIMJFMqAoopl3R+zuq0UjcAm/MO6KCweDgPfP3elTztoKP3KtnVHxTn2NHBSDVUw==",
- "dev": true,
- "license": "MIT",
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- },
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- "funding": {
- "url": "https://github.com/sponsors/sindresorhus"
- }
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- "node_modules/eslint/node_modules/minimatch": {
- "version": "3.1.2",
- "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
- "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
- "dev": true,
- "license": "ISC",
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- },
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- "node_modules/eslint/node_modules/p-limit": {
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- "resolved": "https://registry.npmjs.org/p-limit/-/p-limit-3.1.0.tgz",
- "integrity": "sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ==",
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- "funding": {
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- "resolved": "https://registry.npmjs.org/p-locate/-/p-locate-5.0.0.tgz",
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- "resolved": "https://registry.npmjs.org/minipass/-/minipass-7.1.2.tgz",
- "integrity": "sha512-qOOzS1cBTWYF4BH8fVePDBOO9iptMnGUEZwNc/cMWnTV2nVLZ7VoNWEPHkYczZA0pdoA7dl6e7FL659nX9S2aw==",
- "license": "ISC",
+ "version": "7.1.3",
+ "resolved": "https://registry.npmjs.org/minipass/-/minipass-7.1.3.tgz",
+ "integrity": "sha512-tEBHqDnIoM/1rXME1zgka9g6Q2lcoCkxHLuc7ODJ5BxbP5d4c2Z5cGgtXAku59200Cx7diuHTOYfSBD8n6mm8A==",
+ "license": "BlueOak-1.0.0",
"engines": {
"node": ">=16 || 14 >=14.17"
}
},
"node_modules/minisearch": {
- "version": "7.1.1",
- "resolved": "https://registry.npmjs.org/minisearch/-/minisearch-7.1.1.tgz",
- "integrity": "sha512-b3YZEYCEH4EdCAtYP7OlDyx7FdPwNzuNwLQ34SfJpM9dlbBZzeXndGavTrC+VCiRWomL21SWfMc6SCKO/U2ZNw==",
+ "version": "7.2.0",
+ "resolved": "https://registry.npmjs.org/minisearch/-/minisearch-7.2.0.tgz",
+ "integrity": "sha512-dqT2XBYUOZOiC5t2HRnwADjhNS2cecp9u+TJRiJ1Qp/f5qjkeT5APcGPjHw+bz89Ms8Jp+cG4AlE+QZ/QnDglg==",
"dev": true,
"license": "MIT"
},
@@ -12452,9 +12961,9 @@
}
},
"node_modules/napi-postinstall": {
- "version": "0.3.3",
- "resolved": "https://registry.npmjs.org/napi-postinstall/-/napi-postinstall-0.3.3.tgz",
- "integrity": "sha512-uTp172LLXSxuSYHv/kou+f6KW3SMppU9ivthaVTXian9sOt3XM/zHYHpRZiLgQoxeWfYUnslNWQHF1+G71xcow==",
+ "version": "0.3.4",
+ "resolved": "https://registry.npmjs.org/napi-postinstall/-/napi-postinstall-0.3.4.tgz",
+ "integrity": "sha512-PHI5f1O0EP5xJ9gQmFGMS6IZcrVvTjpXjz7Na41gTE7eE2hK11lg04CECCYEEjdc17EV4DO+fkGEtt7TpTaTiQ==",
"dev": true,
"license": "MIT",
"bin": {
@@ -12475,9 +12984,9 @@
"license": "MIT"
},
"node_modules/needle": {
- "version": "3.3.1",
- "resolved": "https://registry.npmjs.org/needle/-/needle-3.3.1.tgz",
- "integrity": "sha512-6k0YULvhpw+RoLNiQCRKOl09Rv1dPLr8hHnVjHqdolKwDrdNyk+Hmrthi4lIGPPz3r39dLx0hsF5s40sZ3Us4Q==",
+ "version": "3.5.0",
+ "resolved": "https://registry.npmjs.org/needle/-/needle-3.5.0.tgz",
+ "integrity": "sha512-jaQyPKKk2YokHrEg+vFDYxXIHTCBgiZwSHOoVx/8V3GIBS8/VN6NdVRmg8q1ERtPkMvmOvebsgga4sAj5hls/w==",
"dev": true,
"license": "MIT",
"optional": true,
@@ -12507,9 +13016,9 @@
"license": "MIT"
},
"node_modules/node-addon-api": {
- "version": "8.5.0",
- "resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-8.5.0.tgz",
- "integrity": "sha512-/bRZty2mXUIFY/xU5HLvveNHlswNJej+RnxBjOMkidWfwZzgTbPG1E3K5TOxRLOR+5hX7bSofy8yf1hZevMS8A==",
+ "version": "8.6.0",
+ "resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-8.6.0.tgz",
+ "integrity": "sha512-gBVjCaqDlRUk0EwoPNKzIr9KkS9041G/q31IBShPs1Xz6UTA+EXdZADbzqAJQrpDRq71CIMnOP5VMut3SL0z5Q==",
"license": "MIT",
"engines": {
"node": "^18 || ^20 || >= 21"
@@ -12553,22 +13062,22 @@
}
},
"node_modules/normalize-url": {
- "version": "8.0.1",
- "resolved": "https://registry.npmjs.org/normalize-url/-/normalize-url-8.0.1.tgz",
- "integrity": "sha512-IO9QvjUMWxPQQhs60oOu10CRkWCiZzSUkzbXGGV9pviYl1fXYcvkzQ5jV9z8Y6un8ARoVRl4EtC6v6jNqbaJ/w==",
+ "version": "9.0.0",
+ "resolved": "https://registry.npmjs.org/normalize-url/-/normalize-url-9.0.0.tgz",
+ "integrity": "sha512-z9nC87iaZXXySbWWtTHfCFJyFvKaUAW6lODhikG7ILSbVgmwuFjUqkgnheHvAUcGedO29e2QGBRXMUD64aurqQ==",
"dev": true,
"license": "MIT",
"engines": {
- "node": ">=14.16"
+ "node": ">=20"
},
"funding": {
"url": "https://github.com/sponsors/sindresorhus"
}
},
"node_modules/npm": {
- "version": "11.6.4",
- "resolved": "https://registry.npmjs.org/npm/-/npm-11.6.4.tgz",
- "integrity": "sha512-ERjKtGoFpQrua/9bG0+h3xiv/4nVdGViCjUYA1AmlV24fFvfnSB7B7dIfZnySQ1FDLd0ZVrWPsLLp78dCtJdRQ==",
+ "version": "11.11.1",
+ "resolved": "https://registry.npmjs.org/npm/-/npm-11.11.1.tgz",
+ "integrity": "sha512-asazCodkFdz1ReQzukyzS/DD77uGCIqUFeRG3gtaT8b9UR0ne1m9QOBuMgT72ij1rt7TRrOox4A1WzntMWIuEg==",
"bundleDependencies": [
"@isaacs/string-locale-compare",
"@npmcli/arborist",
@@ -12586,7 +13095,6 @@
"cacache",
"chalk",
"ci-info",
- "cli-columns",
"fastest-levenshtein",
"fs-minipass",
"glob",
@@ -12648,47 +13156,46 @@
],
"dependencies": {
"@isaacs/string-locale-compare": "^1.1.0",
- "@npmcli/arborist": "^9.1.8",
- "@npmcli/config": "^10.4.4",
+ "@npmcli/arborist": "^9.4.1",
+ "@npmcli/config": "^10.7.1",
"@npmcli/fs": "^5.0.0",
"@npmcli/map-workspaces": "^5.0.3",
"@npmcli/metavuln-calculator": "^9.0.3",
- "@npmcli/package-json": "^7.0.4",
+ "@npmcli/package-json": "^7.0.5",
"@npmcli/promise-spawn": "^9.0.1",
"@npmcli/redact": "^4.0.0",
- "@npmcli/run-script": "^10.0.3",
- "@sigstore/tuf": "^4.0.0",
+ "@npmcli/run-script": "^10.0.4",
+ "@sigstore/tuf": "^4.0.1",
"abbrev": "^4.0.0",
"archy": "~1.0.0",
"cacache": "^20.0.3",
"chalk": "^5.6.2",
- "ci-info": "^4.3.1",
- "cli-columns": "^4.0.0",
+ "ci-info": "^4.4.0",
"fastest-levenshtein": "^1.0.16",
"fs-minipass": "^3.0.3",
- "glob": "^13.0.0",
+ "glob": "^13.0.6",
"graceful-fs": "^4.2.11",
"hosted-git-info": "^9.0.2",
"ini": "^6.0.0",
- "init-package-json": "^8.2.4",
- "is-cidr": "^6.0.1",
+ "init-package-json": "^8.2.5",
+ "is-cidr": "^6.0.3",
"json-parse-even-better-errors": "^5.0.0",
"libnpmaccess": "^10.0.3",
- "libnpmdiff": "^8.0.11",
- "libnpmexec": "^10.1.10",
- "libnpmfund": "^7.0.11",
+ "libnpmdiff": "^8.1.4",
+ "libnpmexec": "^10.2.4",
+ "libnpmfund": "^7.0.18",
"libnpmorg": "^8.0.1",
- "libnpmpack": "^9.0.11",
+ "libnpmpack": "^9.1.4",
"libnpmpublish": "^11.1.3",
"libnpmsearch": "^9.0.1",
"libnpmteam": "^8.0.2",
"libnpmversion": "^8.0.3",
- "make-fetch-happen": "^15.0.3",
- "minimatch": "^10.1.1",
- "minipass": "^7.1.1",
+ "make-fetch-happen": "^15.0.4",
+ "minimatch": "^10.2.4",
+ "minipass": "^7.1.3",
"minipass-pipeline": "^1.2.4",
"ms": "^2.1.2",
- "node-gyp": "^12.1.0",
+ "node-gyp": "^12.2.0",
"nopt": "^9.0.0",
"npm-audit-report": "^7.0.0",
"npm-install-checks": "^8.0.0",
@@ -12698,21 +13205,21 @@
"npm-registry-fetch": "^19.1.1",
"npm-user-validate": "^4.0.0",
"p-map": "^7.0.4",
- "pacote": "^21.0.4",
+ "pacote": "^21.5.0",
"parse-conflict-json": "^5.0.1",
"proc-log": "^6.1.0",
"qrcode-terminal": "^0.12.0",
"read": "^5.0.1",
- "semver": "^7.7.3",
+ "semver": "^7.7.4",
"spdx-expression-parse": "^4.0.0",
- "ssri": "^13.0.0",
+ "ssri": "^13.0.1",
"supports-color": "^10.2.2",
- "tar": "^7.5.2",
+ "tar": "^7.5.11",
"text-table": "~0.2.0",
"tiny-relative-date": "^2.0.2",
"treeverse": "^3.0.0",
- "validate-npm-package-name": "^7.0.0",
- "which": "^6.0.0"
+ "validate-npm-package-name": "^7.0.2",
+ "which": "^6.0.1"
},
"bin": {
"npm": "bin/npm-cli.js",
@@ -12752,38 +13259,25 @@
"url": "https://github.com/sponsors/sindresorhus"
}
},
- "node_modules/npm-run-path/node_modules/unicorn-magic": {
- "version": "0.3.0",
- "resolved": "https://registry.npmjs.org/unicorn-magic/-/unicorn-magic-0.3.0.tgz",
- "integrity": "sha512-+QBBXBCvifc56fsbuxZQ6Sic3wqqc3WWaqxs58gvJrcOuN83HGTCwz3oS5phzU9LthRNE9VrJCFCLUgHeeFnfA==",
- "dev": true,
- "license": "MIT",
- "engines": {
- "node": ">=18"
- },
- "funding": {
- "url": "https://github.com/sponsors/sindresorhus"
- }
- },
- "node_modules/npm/node_modules/@isaacs/balanced-match": {
- "version": "4.0.1",
+ "node_modules/npm/node_modules/@gar/promise-retry": {
+ "version": "1.0.2",
"dev": true,
"inBundle": true,
"license": "MIT",
+ "dependencies": {
+ "retry": "^0.13.1"
+ },
"engines": {
- "node": "20 || >=22"
+ "node": "^20.17.0 || >=22.9.0"
}
},
- "node_modules/npm/node_modules/@isaacs/brace-expansion": {
- "version": "5.0.0",
+ "node_modules/npm/node_modules/@gar/promise-retry/node_modules/retry": {
+ "version": "0.13.1",
"dev": true,
"inBundle": true,
"license": "MIT",
- "dependencies": {
- "@isaacs/balanced-match": "^4.0.1"
- },
"engines": {
- "node": "20 || >=22"
+ "node": ">= 4"
}
},
"node_modules/npm/node_modules/@isaacs/fs-minipass": {
@@ -12821,11 +13315,12 @@
}
},
"node_modules/npm/node_modules/@npmcli/arborist": {
- "version": "9.1.8",
+ "version": "9.4.1",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
+ "@gar/promise-retry": "^1.0.0",
"@isaacs/string-locale-compare": "^1.1.0",
"@npmcli/fs": "^5.0.0",
"@npmcli/installed-package-contents": "^4.0.0",
@@ -12839,7 +13334,7 @@
"@npmcli/run-script": "^10.0.0",
"bin-links": "^6.0.0",
"cacache": "^20.0.1",
- "common-ancestor-path": "^1.0.1",
+ "common-ancestor-path": "^2.0.0",
"hosted-git-info": "^9.0.0",
"json-stringify-nice": "^1.1.4",
"lru-cache": "^11.2.1",
@@ -12868,7 +13363,7 @@
}
},
"node_modules/npm/node_modules/@npmcli/config": {
- "version": "10.4.4",
+ "version": "10.7.1",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -12899,17 +13394,17 @@
}
},
"node_modules/npm/node_modules/@npmcli/git": {
- "version": "7.0.1",
+ "version": "7.0.2",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
+ "@gar/promise-retry": "^1.0.0",
"@npmcli/promise-spawn": "^9.0.0",
"ini": "^6.0.0",
"lru-cache": "^11.2.1",
"npm-pick-manifest": "^11.0.1",
"proc-log": "^6.0.0",
- "promise-retry": "^2.0.1",
"semver": "^7.3.5",
"which": "^6.0.0"
},
@@ -12983,7 +13478,7 @@
}
},
"node_modules/npm/node_modules/@npmcli/package-json": {
- "version": "7.0.4",
+ "version": "7.0.5",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -12994,7 +13489,7 @@
"json-parse-even-better-errors": "^5.0.0",
"proc-log": "^6.0.0",
"semver": "^7.5.3",
- "validate-npm-package-license": "^3.0.4"
+ "spdx-expression-parse": "^4.0.0"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
@@ -13034,7 +13529,7 @@
}
},
"node_modules/npm/node_modules/@npmcli/run-script": {
- "version": "10.0.3",
+ "version": "10.0.4",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -13043,8 +13538,7 @@
"@npmcli/package-json": "^7.0.0",
"@npmcli/promise-spawn": "^9.0.0",
"node-gyp": "^12.1.0",
- "proc-log": "^6.0.0",
- "which": "^6.0.0"
+ "proc-log": "^6.0.0"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
@@ -13063,7 +13557,7 @@
}
},
"node_modules/npm/node_modules/@sigstore/core": {
- "version": "3.0.0",
+ "version": "3.1.0",
"dev": true,
"inBundle": true,
"license": "Apache-2.0",
@@ -13081,52 +13575,43 @@
}
},
"node_modules/npm/node_modules/@sigstore/sign": {
- "version": "4.0.1",
+ "version": "4.1.0",
"dev": true,
"inBundle": true,
"license": "Apache-2.0",
"dependencies": {
"@sigstore/bundle": "^4.0.0",
- "@sigstore/core": "^3.0.0",
+ "@sigstore/core": "^3.1.0",
"@sigstore/protobuf-specs": "^0.5.0",
- "make-fetch-happen": "^15.0.2",
- "proc-log": "^5.0.0",
+ "make-fetch-happen": "^15.0.3",
+ "proc-log": "^6.1.0",
"promise-retry": "^2.0.1"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
}
},
- "node_modules/npm/node_modules/@sigstore/sign/node_modules/proc-log": {
- "version": "5.0.0",
- "dev": true,
- "inBundle": true,
- "license": "ISC",
- "engines": {
- "node": "^18.17.0 || >=20.5.0"
- }
- },
"node_modules/npm/node_modules/@sigstore/tuf": {
- "version": "4.0.0",
+ "version": "4.0.1",
"dev": true,
"inBundle": true,
"license": "Apache-2.0",
"dependencies": {
"@sigstore/protobuf-specs": "^0.5.0",
- "tuf-js": "^4.0.0"
+ "tuf-js": "^4.1.0"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
}
},
"node_modules/npm/node_modules/@sigstore/verify": {
- "version": "3.0.0",
+ "version": "3.1.0",
"dev": true,
"inBundle": true,
"license": "Apache-2.0",
"dependencies": {
"@sigstore/bundle": "^4.0.0",
- "@sigstore/core": "^3.0.0",
+ "@sigstore/core": "^3.1.0",
"@sigstore/protobuf-specs": "^0.5.0"
},
"engines": {
@@ -13143,33 +13628,18 @@
}
},
"node_modules/npm/node_modules/@tufjs/models": {
- "version": "4.0.0",
+ "version": "4.1.0",
"dev": true,
"inBundle": true,
"license": "MIT",
"dependencies": {
"@tufjs/canonical-json": "2.0.0",
- "minimatch": "^9.0.5"
+ "minimatch": "^10.1.1"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
}
},
- "node_modules/npm/node_modules/@tufjs/models/node_modules/minimatch": {
- "version": "9.0.5",
- "dev": true,
- "inBundle": true,
- "license": "ISC",
- "dependencies": {
- "brace-expansion": "^2.0.1"
- },
- "engines": {
- "node": ">=16 || 14 >=14.17"
- },
- "funding": {
- "url": "https://github.com/sponsors/isaacs"
- }
- },
"node_modules/npm/node_modules/abbrev": {
"version": "4.0.0",
"dev": true,
@@ -13188,15 +13658,6 @@
"node": ">= 14"
}
},
- "node_modules/npm/node_modules/ansi-regex": {
- "version": "5.0.1",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "engines": {
- "node": ">=8"
- }
- },
"node_modules/npm/node_modules/aproba": {
"version": "2.1.0",
"dev": true,
@@ -13210,10 +13671,13 @@
"license": "MIT"
},
"node_modules/npm/node_modules/balanced-match": {
- "version": "1.0.2",
+ "version": "4.0.4",
"dev": true,
"inBundle": true,
- "license": "MIT"
+ "license": "MIT",
+ "engines": {
+ "node": "18 || 20 || >=22"
+ }
},
"node_modules/npm/node_modules/bin-links": {
"version": "6.0.0",
@@ -13244,12 +13708,15 @@
}
},
"node_modules/npm/node_modules/brace-expansion": {
- "version": "2.0.2",
+ "version": "5.0.4",
"dev": true,
"inBundle": true,
"license": "MIT",
"dependencies": {
- "balanced-match": "^1.0.0"
+ "balanced-match": "^4.0.2"
+ },
+ "engines": {
+ "node": "18 || 20 || >=22"
}
},
"node_modules/npm/node_modules/cacache": {
@@ -13296,7 +13763,7 @@
}
},
"node_modules/npm/node_modules/ci-info": {
- "version": "4.3.1",
+ "version": "4.4.0",
"dev": true,
"funding": [
{
@@ -13311,30 +13778,14 @@
}
},
"node_modules/npm/node_modules/cidr-regex": {
- "version": "5.0.1",
+ "version": "5.0.3",
"dev": true,
"inBundle": true,
"license": "BSD-2-Clause",
- "dependencies": {
- "ip-regex": "5.0.0"
- },
"engines": {
"node": ">=20"
}
},
- "node_modules/npm/node_modules/cli-columns": {
- "version": "4.0.0",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "dependencies": {
- "string-width": "^4.2.3",
- "strip-ansi": "^6.0.1"
- },
- "engines": {
- "node": ">= 10"
- }
- },
"node_modules/npm/node_modules/cmd-shim": {
"version": "8.0.0",
"dev": true,
@@ -13345,10 +13796,13 @@
}
},
"node_modules/npm/node_modules/common-ancestor-path": {
- "version": "1.0.1",
+ "version": "2.0.0",
"dev": true,
"inBundle": true,
- "license": "ISC"
+ "license": "BlueOak-1.0.0",
+ "engines": {
+ "node": ">= 18"
+ }
},
"node_modules/npm/node_modules/cssesc": {
"version": "3.0.0",
@@ -13380,7 +13834,7 @@
}
},
"node_modules/npm/node_modules/diff": {
- "version": "8.0.2",
+ "version": "8.0.3",
"dev": true,
"inBundle": true,
"license": "BSD-3-Clause",
@@ -13388,22 +13842,6 @@
"node": ">=0.3.1"
}
},
- "node_modules/npm/node_modules/emoji-regex": {
- "version": "8.0.0",
- "dev": true,
- "inBundle": true,
- "license": "MIT"
- },
- "node_modules/npm/node_modules/encoding": {
- "version": "0.1.13",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "optional": true,
- "dependencies": {
- "iconv-lite": "^0.6.2"
- }
- },
"node_modules/npm/node_modules/env-paths": {
"version": "2.2.1",
"dev": true,
@@ -13447,17 +13885,17 @@
}
},
"node_modules/npm/node_modules/glob": {
- "version": "13.0.0",
+ "version": "13.0.6",
"dev": true,
"inBundle": true,
"license": "BlueOak-1.0.0",
"dependencies": {
- "minimatch": "^10.1.1",
- "minipass": "^7.1.2",
- "path-scurry": "^2.0.0"
+ "minimatch": "^10.2.2",
+ "minipass": "^7.1.3",
+ "path-scurry": "^2.0.2"
},
"engines": {
- "node": "20 || >=22"
+ "node": "18 || 20 || >=22"
},
"funding": {
"url": "https://github.com/sponsors/isaacs"
@@ -13514,7 +13952,7 @@
}
},
"node_modules/npm/node_modules/iconv-lite": {
- "version": "0.6.3",
+ "version": "0.7.2",
"dev": true,
"inBundle": true,
"license": "MIT",
@@ -13524,6 +13962,10 @@
},
"engines": {
"node": ">=0.10.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/express"
}
},
"node_modules/npm/node_modules/ignore-walk": {
@@ -13557,7 +13999,7 @@
}
},
"node_modules/npm/node_modules/init-package-json": {
- "version": "8.2.4",
+ "version": "8.2.5",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -13567,7 +14009,6 @@
"promzard": "^3.0.1",
"read": "^5.0.1",
"semver": "^7.7.2",
- "validate-npm-package-license": "^3.0.4",
"validate-npm-package-name": "^7.0.0"
},
"engines": {
@@ -13575,7 +14016,7 @@
}
},
"node_modules/npm/node_modules/ip-address": {
- "version": "10.0.1",
+ "version": "10.1.0",
"dev": true,
"inBundle": true,
"license": "MIT",
@@ -13583,46 +14024,25 @@
"node": ">= 12"
}
},
- "node_modules/npm/node_modules/ip-regex": {
- "version": "5.0.0",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "engines": {
- "node": "^12.20.0 || ^14.13.1 || >=16.0.0"
- },
- "funding": {
- "url": "https://github.com/sponsors/sindresorhus"
- }
- },
"node_modules/npm/node_modules/is-cidr": {
- "version": "6.0.1",
+ "version": "6.0.3",
"dev": true,
"inBundle": true,
"license": "BSD-2-Clause",
"dependencies": {
- "cidr-regex": "5.0.1"
+ "cidr-regex": "^5.0.1"
},
"engines": {
"node": ">=20"
}
},
- "node_modules/npm/node_modules/is-fullwidth-code-point": {
- "version": "3.0.0",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "engines": {
- "node": ">=8"
- }
- },
"node_modules/npm/node_modules/isexe": {
- "version": "3.1.1",
+ "version": "4.0.0",
"dev": true,
"inBundle": true,
- "license": "ISC",
+ "license": "BlueOak-1.0.0",
"engines": {
- "node": ">=16"
+ "node": ">=20"
}
},
"node_modules/npm/node_modules/json-parse-even-better-errors": {
@@ -13678,12 +14098,12 @@
}
},
"node_modules/npm/node_modules/libnpmdiff": {
- "version": "8.0.11",
+ "version": "8.1.4",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
- "@npmcli/arborist": "^9.1.8",
+ "@npmcli/arborist": "^9.4.1",
"@npmcli/installed-package-contents": "^4.0.0",
"binary-extensions": "^3.0.0",
"diff": "^8.0.2",
@@ -13697,19 +14117,19 @@
}
},
"node_modules/npm/node_modules/libnpmexec": {
- "version": "10.1.10",
+ "version": "10.2.4",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
- "@npmcli/arborist": "^9.1.8",
+ "@gar/promise-retry": "^1.0.0",
+ "@npmcli/arborist": "^9.4.1",
"@npmcli/package-json": "^7.0.0",
"@npmcli/run-script": "^10.0.0",
"ci-info": "^4.0.0",
"npm-package-arg": "^13.0.0",
"pacote": "^21.0.2",
"proc-log": "^6.0.0",
- "promise-retry": "^2.0.1",
"read": "^5.0.1",
"semver": "^7.3.7",
"signal-exit": "^4.1.0",
@@ -13720,12 +14140,12 @@
}
},
"node_modules/npm/node_modules/libnpmfund": {
- "version": "7.0.11",
+ "version": "7.0.18",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
- "@npmcli/arborist": "^9.1.8"
+ "@npmcli/arborist": "^9.4.1"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
@@ -13745,12 +14165,12 @@
}
},
"node_modules/npm/node_modules/libnpmpack": {
- "version": "9.0.11",
+ "version": "9.1.4",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
- "@npmcli/arborist": "^9.1.8",
+ "@npmcli/arborist": "^9.4.1",
"@npmcli/run-script": "^10.0.0",
"npm-package-arg": "^13.0.0",
"pacote": "^21.0.2"
@@ -13820,20 +14240,21 @@
}
},
"node_modules/npm/node_modules/lru-cache": {
- "version": "11.2.2",
+ "version": "11.2.6",
"dev": true,
"inBundle": true,
- "license": "ISC",
+ "license": "BlueOak-1.0.0",
"engines": {
"node": "20 || >=22"
}
},
"node_modules/npm/node_modules/make-fetch-happen": {
- "version": "15.0.3",
+ "version": "15.0.4",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
+ "@gar/promise-retry": "^1.0.0",
"@npmcli/agent": "^4.0.0",
"cacache": "^20.0.1",
"http-cache-semantics": "^4.1.1",
@@ -13843,7 +14264,6 @@
"minipass-pipeline": "^1.2.4",
"negotiator": "^1.0.0",
"proc-log": "^6.0.0",
- "promise-retry": "^2.0.1",
"ssri": "^13.0.0"
},
"engines": {
@@ -13851,25 +14271,25 @@
}
},
"node_modules/npm/node_modules/minimatch": {
- "version": "10.1.1",
+ "version": "10.2.4",
"dev": true,
"inBundle": true,
"license": "BlueOak-1.0.0",
"dependencies": {
- "@isaacs/brace-expansion": "^5.0.0"
+ "brace-expansion": "^5.0.2"
},
"engines": {
- "node": "20 || >=22"
+ "node": "18 || 20 || >=22"
},
"funding": {
"url": "https://github.com/sponsors/isaacs"
}
},
"node_modules/npm/node_modules/minipass": {
- "version": "7.1.2",
+ "version": "7.1.3",
"dev": true,
"inBundle": true,
- "license": "ISC",
+ "license": "BlueOak-1.0.0",
"engines": {
"node": ">=16 || 14 >=14.17"
}
@@ -13887,20 +14307,20 @@
}
},
"node_modules/npm/node_modules/minipass-fetch": {
- "version": "5.0.0",
+ "version": "5.0.2",
"dev": true,
"inBundle": true,
"license": "MIT",
"dependencies": {
"minipass": "^7.0.3",
- "minipass-sized": "^1.0.3",
+ "minipass-sized": "^2.0.0",
"minizlib": "^3.0.1"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
},
"optionalDependencies": {
- "encoding": "^0.1.13"
+ "iconv-lite": "^0.7.2"
}
},
"node_modules/npm/node_modules/minipass-flush": {
@@ -13927,6 +14347,12 @@
"node": ">=8"
}
},
+ "node_modules/npm/node_modules/minipass-flush/node_modules/yallist": {
+ "version": "4.0.0",
+ "dev": true,
+ "inBundle": true,
+ "license": "ISC"
+ },
"node_modules/npm/node_modules/minipass-pipeline": {
"version": "1.2.4",
"dev": true,
@@ -13951,25 +14377,19 @@
"node": ">=8"
}
},
- "node_modules/npm/node_modules/minipass-sized": {
- "version": "1.0.3",
+ "node_modules/npm/node_modules/minipass-pipeline/node_modules/yallist": {
+ "version": "4.0.0",
"dev": true,
"inBundle": true,
- "license": "ISC",
- "dependencies": {
- "minipass": "^3.0.0"
- },
- "engines": {
- "node": ">=8"
- }
+ "license": "ISC"
},
- "node_modules/npm/node_modules/minipass-sized/node_modules/minipass": {
- "version": "3.3.6",
+ "node_modules/npm/node_modules/minipass-sized": {
+ "version": "2.0.0",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
- "yallist": "^4.0.0"
+ "minipass": "^7.1.2"
},
"engines": {
"node": ">=8"
@@ -14012,7 +14432,7 @@
}
},
"node_modules/npm/node_modules/node-gyp": {
- "version": "12.1.0",
+ "version": "12.2.0",
"dev": true,
"inBundle": true,
"license": "MIT",
@@ -14024,7 +14444,7 @@
"nopt": "^9.0.0",
"proc-log": "^6.0.0",
"semver": "^7.3.5",
- "tar": "^7.5.2",
+ "tar": "^7.5.4",
"tinyglobby": "^0.2.12",
"which": "^6.0.0"
},
@@ -14108,7 +14528,7 @@
}
},
"node_modules/npm/node_modules/npm-packlist": {
- "version": "10.0.3",
+ "version": "10.0.4",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -14189,11 +14609,12 @@
}
},
"node_modules/npm/node_modules/pacote": {
- "version": "21.0.4",
+ "version": "21.5.0",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
+ "@gar/promise-retry": "^1.0.0",
"@npmcli/git": "^7.0.0",
"@npmcli/installed-package-contents": "^4.0.0",
"@npmcli/package-json": "^7.0.0",
@@ -14207,7 +14628,6 @@
"npm-pick-manifest": "^11.0.1",
"npm-registry-fetch": "^19.0.0",
"proc-log": "^6.0.0",
- "promise-retry": "^2.0.1",
"sigstore": "^4.0.0",
"ssri": "^13.0.0",
"tar": "^7.4.3"
@@ -14234,7 +14654,7 @@
}
},
"node_modules/npm/node_modules/path-scurry": {
- "version": "2.0.0",
+ "version": "2.0.2",
"dev": true,
"inBundle": true,
"license": "BlueOak-1.0.0",
@@ -14243,14 +14663,14 @@
"minipass": "^7.1.2"
},
"engines": {
- "node": "20 || >=22"
+ "node": "18 || 20 || >=22"
},
"funding": {
"url": "https://github.com/sponsors/isaacs"
}
},
"node_modules/npm/node_modules/postcss-selector-parser": {
- "version": "7.1.0",
+ "version": "7.1.1",
"dev": true,
"inBundle": true,
"license": "MIT",
@@ -14369,7 +14789,7 @@
"optional": true
},
"node_modules/npm/node_modules/semver": {
- "version": "7.7.3",
+ "version": "7.7.4",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -14393,17 +14813,17 @@
}
},
"node_modules/npm/node_modules/sigstore": {
- "version": "4.0.0",
+ "version": "4.1.0",
"dev": true,
"inBundle": true,
"license": "Apache-2.0",
"dependencies": {
"@sigstore/bundle": "^4.0.0",
- "@sigstore/core": "^3.0.0",
+ "@sigstore/core": "^3.1.0",
"@sigstore/protobuf-specs": "^0.5.0",
- "@sigstore/sign": "^4.0.0",
- "@sigstore/tuf": "^4.0.0",
- "@sigstore/verify": "^3.0.0"
+ "@sigstore/sign": "^4.1.0",
+ "@sigstore/tuf": "^4.0.1",
+ "@sigstore/verify": "^3.1.0"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
@@ -14447,26 +14867,6 @@
"node": ">= 14"
}
},
- "node_modules/npm/node_modules/spdx-correct": {
- "version": "3.2.0",
- "dev": true,
- "inBundle": true,
- "license": "Apache-2.0",
- "dependencies": {
- "spdx-expression-parse": "^3.0.0",
- "spdx-license-ids": "^3.0.0"
- }
- },
- "node_modules/npm/node_modules/spdx-correct/node_modules/spdx-expression-parse": {
- "version": "3.0.1",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "dependencies": {
- "spdx-exceptions": "^2.1.0",
- "spdx-license-ids": "^3.0.0"
- }
- },
"node_modules/npm/node_modules/spdx-exceptions": {
"version": "2.5.0",
"dev": true,
@@ -14484,13 +14884,13 @@
}
},
"node_modules/npm/node_modules/spdx-license-ids": {
- "version": "3.0.22",
+ "version": "3.0.23",
"dev": true,
"inBundle": true,
"license": "CC0-1.0"
},
"node_modules/npm/node_modules/ssri": {
- "version": "13.0.0",
+ "version": "13.0.1",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -14501,32 +14901,6 @@
"node": "^20.17.0 || >=22.9.0"
}
},
- "node_modules/npm/node_modules/string-width": {
- "version": "4.2.3",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "dependencies": {
- "emoji-regex": "^8.0.0",
- "is-fullwidth-code-point": "^3.0.0",
- "strip-ansi": "^6.0.1"
- },
- "engines": {
- "node": ">=8"
- }
- },
- "node_modules/npm/node_modules/strip-ansi": {
- "version": "6.0.1",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "dependencies": {
- "ansi-regex": "^5.0.1"
- },
- "engines": {
- "node": ">=8"
- }
- },
"node_modules/npm/node_modules/supports-color": {
"version": "10.2.2",
"dev": true,
@@ -14540,7 +14914,7 @@
}
},
"node_modules/npm/node_modules/tar": {
- "version": "7.5.2",
+ "version": "7.5.11",
"dev": true,
"inBundle": true,
"license": "BlueOak-1.0.0",
@@ -14555,15 +14929,6 @@
"node": ">=18"
}
},
- "node_modules/npm/node_modules/tar/node_modules/yallist": {
- "version": "5.0.0",
- "dev": true,
- "inBundle": true,
- "license": "BlueOak-1.0.0",
- "engines": {
- "node": ">=18"
- }
- },
"node_modules/npm/node_modules/text-table": {
"version": "0.2.0",
"dev": true,
@@ -14631,14 +14996,14 @@
}
},
"node_modules/npm/node_modules/tuf-js": {
- "version": "4.0.0",
+ "version": "4.1.0",
"dev": true,
"inBundle": true,
"license": "MIT",
"dependencies": {
- "@tufjs/models": "4.0.0",
- "debug": "^4.4.1",
- "make-fetch-happen": "^15.0.0"
+ "@tufjs/models": "4.1.0",
+ "debug": "^4.4.3",
+ "make-fetch-happen": "^15.0.1"
},
"engines": {
"node": "^20.17.0 || >=22.9.0"
@@ -14674,28 +15039,8 @@
"inBundle": true,
"license": "MIT"
},
- "node_modules/npm/node_modules/validate-npm-package-license": {
- "version": "3.0.4",
- "dev": true,
- "inBundle": true,
- "license": "Apache-2.0",
- "dependencies": {
- "spdx-correct": "^3.0.0",
- "spdx-expression-parse": "^3.0.0"
- }
- },
- "node_modules/npm/node_modules/validate-npm-package-license/node_modules/spdx-expression-parse": {
- "version": "3.0.1",
- "dev": true,
- "inBundle": true,
- "license": "MIT",
- "dependencies": {
- "spdx-exceptions": "^2.1.0",
- "spdx-license-ids": "^3.0.0"
- }
- },
"node_modules/npm/node_modules/validate-npm-package-name": {
- "version": "7.0.0",
+ "version": "7.0.2",
"dev": true,
"inBundle": true,
"license": "ISC",
@@ -14713,12 +15058,12 @@
}
},
"node_modules/npm/node_modules/which": {
- "version": "6.0.0",
+ "version": "6.0.1",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
- "isexe": "^3.1.1"
+ "isexe": "^4.0.0"
},
"bin": {
"node-which": "bin/which.js"
@@ -14728,12 +15073,11 @@
}
},
"node_modules/npm/node_modules/write-file-atomic": {
- "version": "7.0.0",
+ "version": "7.0.1",
"dev": true,
"inBundle": true,
"license": "ISC",
"dependencies": {
- "imurmurhash": "^0.1.4",
"signal-exit": "^4.0.1"
},
"engines": {
@@ -14741,10 +15085,13 @@
}
},
"node_modules/npm/node_modules/yallist": {
- "version": "4.0.0",
+ "version": "5.0.0",
"dev": true,
"inBundle": true,
- "license": "ISC"
+ "license": "BlueOak-1.0.0",
+ "engines": {
+ "node": ">=18"
+ }
},
"node_modules/nth-check": {
"version": "2.1.1",
@@ -14935,26 +15282,6 @@
"regex-recursion": "^6.0.2"
}
},
- "node_modules/oniguruma-to-es/node_modules/regex": {
- "version": "6.1.0",
- "resolved": "https://registry.npmjs.org/regex/-/regex-6.1.0.tgz",
- "integrity": "sha512-6VwtthbV4o/7+OaAF9I5L5V3llLEsoPyq9P1JVXkedTP33c7MfCG0/5NOPcSJn0TzXcG9YUrR0gQSWioew3LDg==",
- "dev": true,
- "license": "MIT",
- "dependencies": {
- "regex-utilities": "^2.3.0"
- }
- },
- "node_modules/oniguruma-to-es/node_modules/regex-recursion": {
- "version": "6.0.2",
- "resolved": "https://registry.npmjs.org/regex-recursion/-/regex-recursion-6.0.2.tgz",
- "integrity": "sha512-0YCaSCq2VRIebiaUviZNs0cBz1kg5kVS2UKUfNIx8YVs1cN3AV7NTctO5FOKBA+UT2BPJIWZauYHPqJODG50cg==",
- "dev": true,
- "license": "MIT",
- "dependencies": {
- "regex-utilities": "^2.3.0"
- }
- },
"node_modules/optionator": {
"version": "0.9.4",
"resolved": "https://registry.npmjs.org/optionator/-/optionator-0.9.4.tgz",
@@ -15007,22 +15334,6 @@
"url": "https://github.com/sponsors/sindresorhus"
}
},
- "node_modules/ora/node_modules/string-width": {
- "version": "8.1.1",
- "resolved": "https://registry.npmjs.org/string-width/-/string-width-8.1.1.tgz",
- "integrity": "sha512-KpqHIdDL9KwYk22wEOg/VIqYbrnLeSApsKT/bSj6Ez7pn3CftUiLAv2Lccpq1ALcpLV9UX1Ppn92npZWu2w/aw==",
- "license": "MIT",
- "dependencies": {
- "get-east-asian-width": "^1.3.0",
- "strip-ansi": "^7.1.0"
- },
- "engines": {
- "node": ">=20"
- },
- "funding": {
- "url": "https://github.com/sponsors/sindresorhus"
- }
- },
"node_modules/own-keys": {
"version": "1.0.1",
"resolved": "https://registry.npmjs.org/own-keys/-/own-keys-1.0.1.tgz",
@@ -15064,6 +15375,22 @@
"url": "https://github.com/sponsors/sindresorhus"
}
},
+ "node_modules/p-event": {
+ "version": "6.0.1",
+ "resolved": "https://registry.npmjs.org/p-event/-/p-event-6.0.1.tgz",
+ "integrity": "sha512-Q6Bekk5wpzW5qIyUP4gdMEujObYstZl6DMMOSenwBvV0BlE5LkDwkjs5yHbZmdCEq2o4RJx4tE1vwxFVf2FG1w==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "p-timeout": "^6.1.2"
+ },
+ "engines": {
+ "node": ">=16.17"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
"node_modules/p-filter": {
"version": "4.1.0",
"resolved": "https://registry.npmjs.org/p-filter/-/p-filter-4.1.0.tgz",
@@ -15090,10 +15417,42 @@
"node": ">=8"
}
},
+ "node_modules/p-limit": {
+ "version": "3.1.0",
+ "resolved": "https://registry.npmjs.org/p-limit/-/p-limit-3.1.0.tgz",
+ "integrity": "sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "yocto-queue": "^0.1.0"
+ },
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/p-locate": {
+ "version": "5.0.0",
+ "resolved": "https://registry.npmjs.org/p-locate/-/p-locate-5.0.0.tgz",
+ "integrity": "sha512-LaNjtRWUBY++zB5nE/NwcaoMylSPk+S+ZHNB1TzdbMJMny6dynpAGt7X/tl/QYq3TIeE6nxHppbo2LGymrG5Pw==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "p-limit": "^3.0.2"
+ },
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
"node_modules/p-map": {
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}
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},
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- "why-is-node-running": "^2.3.0"
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- "bin": {
- "vitest": "vitest.mjs"
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+ "dev": true,
+ "license": "MIT",
"engines": {
- "node": "^20.0.0 || ^22.0.0 || >=24.0.0"
+ "node": ">=20"
},
"funding": {
- "url": "https://opencollective.com/vitest"
- },
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- "@edge-runtime/vm": "*",
- "@opentelemetry/api": "^1.9.0",
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- "@vitest/ui": {
- "optional": true
- },
- "happy-dom": {
- "optional": true
- },
- "jsdom": {
- "optional": true
- }
+ "url": "https://github.com/sponsors/sindresorhus"
}
},
- "node_modules/vitest/node_modules/@esbuild/aix-ppc64": {
- "version": "0.27.3",
- "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.27.3.tgz",
- "integrity": "sha512-9fJMTNFTWZMh5qwrBItuziu834eOCUcEqymSH7pY+zoMVEZg3gcPuBNxH1EvfVYe9h0x/Ptw8KBzv7qxb7l8dg==",
+ "node_modules/vitepress/node_modules/@esbuild/aix-ppc64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.21.5.tgz",
+ "integrity": "sha512-1SDgH6ZSPTlggy1yI6+Dbkiz8xzpHJEVAlF/AM1tHPLsf5STom9rwtjE4hKAF20FfXXNTFqEYXyJNWh1GiZedQ==",
"cpu": [
"ppc64"
],
@@ -19522,13 +19176,13 @@
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],
"engines": {
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+ "node": ">=12"
}
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- "node_modules/vitest/node_modules/@esbuild/android-arm": {
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- "integrity": "sha512-i5D1hPY7GIQmXlXhs2w8AWHhenb00+GxjxRncS2ZM7YNVGNfaMxgzSGuO8o8SJzRc/oZwU2bcScvVERk03QhzA==",
+ "node_modules/vitepress/node_modules/@esbuild/android-arm": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.21.5.tgz",
+ "integrity": "sha512-vCPvzSjpPHEi1siZdlvAlsPxXl7WbOVUBBAowWug4rJHb68Ox8KualB+1ocNvT5fjv6wpkX6o/iEpbDrf68zcg==",
"cpu": [
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],
@@ -19539,13 +19193,13 @@
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],
"engines": {
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+ "node": ">=12"
}
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- "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.27.3.tgz",
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+ "node_modules/vitepress/node_modules/@esbuild/android-arm64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.21.5.tgz",
+ "integrity": "sha512-c0uX9VAUBQ7dTDCjq+wdyGLowMdtR/GoC2U5IYk/7D1H1JYC0qseD7+11iMP2mRLN9RcCMRcjC4YMclCzGwS/A==",
"cpu": [
"arm64"
],
@@ -19556,13 +19210,13 @@
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],
"engines": {
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+ "node": ">=12"
}
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- "node_modules/vitest/node_modules/@esbuild/android-x64": {
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- "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.27.3.tgz",
- "integrity": "sha512-IN/0BNTkHtk8lkOM8JWAYFg4ORxBkZQf9zXiEOfERX/CzxW3Vg1ewAhU7QSWQpVIzTW+b8Xy+lGzdYXV6UZObQ==",
+ "node_modules/vitepress/node_modules/@esbuild/android-x64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.21.5.tgz",
+ "integrity": "sha512-D7aPRUUNHRBwHxzxRvp856rjUHRFW1SdQATKXH2hqA0kAZb1hKmi02OpYRacl0TxIGz/ZmXWlbZgjwWYaCakTA==",
"cpu": [
"x64"
],
@@ -19573,13 +19227,13 @@
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],
"engines": {
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+ "node": ">=12"
}
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- "node_modules/vitest/node_modules/@esbuild/darwin-arm64": {
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- "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.27.3.tgz",
- "integrity": "sha512-Re491k7ByTVRy0t3EKWajdLIr0gz2kKKfzafkth4Q8A5n1xTHrkqZgLLjFEHVD+AXdUGgQMq+Godfq45mGpCKg==",
+ "node_modules/vitepress/node_modules/@esbuild/darwin-arm64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.21.5.tgz",
+ "integrity": "sha512-DwqXqZyuk5AiWWf3UfLiRDJ5EDd49zg6O9wclZ7kUMv2WRFr4HKjXp/5t8JZ11QbQfUS6/cRCKGwYhtNAY88kQ==",
"cpu": [
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],
@@ -19590,13 +19244,13 @@
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],
"engines": {
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+ "node": ">=12"
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- "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.27.3.tgz",
- "integrity": "sha512-vHk/hA7/1AckjGzRqi6wbo+jaShzRowYip6rt6q7VYEDX4LEy1pZfDpdxCBnGtl+A5zq8iXDcyuxwtv3hNtHFg==",
+ "node_modules/vitepress/node_modules/@esbuild/darwin-x64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.21.5.tgz",
+ "integrity": "sha512-se/JjF8NlmKVG4kNIuyWMV/22ZaerB+qaSi5MdrXtd6R08kvs2qCN4C09miupktDitvh8jRFflwGFBQcxZRjbw==",
"cpu": [
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],
@@ -19607,13 +19261,13 @@
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],
"engines": {
- "node": ">=18"
+ "node": ">=12"
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- "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.27.3.tgz",
- "integrity": "sha512-ipTYM2fjt3kQAYOvo6vcxJx3nBYAzPjgTCk7QEgZG8AUO3ydUhvelmhrbOheMnGOlaSFUoHXB6un+A7q4ygY9w==",
+ "node_modules/vitepress/node_modules/@esbuild/freebsd-arm64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.21.5.tgz",
+ "integrity": "sha512-5JcRxxRDUJLX8JXp/wcBCy3pENnCgBR9bN6JsY4OmhfUtIHe3ZW0mawA7+RDAcMLrMIZaf03NlQiX9DGyB8h4g==",
"cpu": [
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],
@@ -19624,13 +19278,13 @@
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],
"engines": {
- "node": ">=18"
+ "node": ">=12"
}
},
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- "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.27.3.tgz",
- "integrity": "sha512-dDk0X87T7mI6U3K9VjWtHOXqwAMJBNN2r7bejDsc+j03SEjtD9HrOl8gVFByeM0aJksoUuUVU9TBaZa2rgj0oA==",
+ "node_modules/vitepress/node_modules/@esbuild/freebsd-x64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.21.5.tgz",
+ "integrity": "sha512-J95kNBj1zkbMXtHVH29bBriQygMXqoVQOQYA+ISs0/2l3T9/kj42ow2mpqerRBxDJnmkUDCaQT/dfNXWX/ZZCQ==",
"cpu": [
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],
@@ -19641,13 +19295,13 @@
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],
"engines": {
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+ "node": ">=12"
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- "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.27.3.tgz",
- "integrity": "sha512-s6nPv2QkSupJwLYyfS+gwdirm0ukyTFNl3KTgZEAiJDd+iHZcbTPPcWCcRYH+WlNbwChgH2QkE9NSlNrMT8Gfw==",
+ "node_modules/vitepress/node_modules/@esbuild/linux-arm": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.21.5.tgz",
+ "integrity": "sha512-bPb5AHZtbeNGjCKVZ9UGqGwo8EUu4cLq68E95A53KlxAPRmUyYv2D6F0uUI65XisGOL1hBP5mTronbgo+0bFcA==",
"cpu": [
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],
@@ -19658,13 +19312,13 @@
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"engines": {
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+ "node": ">=12"
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- "resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.27.3.tgz",
- "integrity": "sha512-sZOuFz/xWnZ4KH3YfFrKCf1WyPZHakVzTiqji3WDc0BCl2kBwiJLCXpzLzUBLgmp4veFZdvN5ChW4Eq/8Fc2Fg==",
+ "node_modules/vitepress/node_modules/@esbuild/linux-arm64": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.21.5.tgz",
+ "integrity": "sha512-ibKvmyYzKsBeX8d8I7MH/TMfWDXBF3db4qM6sy+7re0YXya+K1cem3on9XgdT2EQGMu4hQyZhan7TeQ8XkGp4Q==",
"cpu": [
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@@ -19675,13 +19329,13 @@
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],
"engines": {
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+ "node": ">=12"
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- "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.27.3.tgz",
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+ "node_modules/vitepress/node_modules/@esbuild/linux-ia32": {
+ "version": "0.21.5",
+ "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.21.5.tgz",
+ "integrity": "sha512-YvjXDqLRqPDl2dvRODYmmhz4rPeVKYvppfGYKSNGdyZkA01046pLWyRKKI3ax8fbJoK5QbxblURkwK/MWY18Tg==",
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@@ -19692,13 +19346,13 @@
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+ "node": ">=12"
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- "node_modules/vitest/node_modules/estree-walker": {
- "version": "3.0.3",
- "resolved": "https://registry.npmjs.org/estree-walker/-/estree-walker-3.0.3.tgz",
- "integrity": "sha512-7RUKfXgSMMkzt6ZuXmqapOurLGPPfgj6l9uRZ7lRGolvk0y2yocc35LdcxKC5PQZdn2DMqioAQ2NoWcrTKmm6g==",
+ "dependencies": {
+ "emoji-regex-xs": "^1.0.0",
+ "regex": "^6.0.1",
+ "regex-recursion": "^6.0.2"
+ }
+ },
+ "node_modules/vitepress/node_modules/shiki": {
+ "version": "2.5.0",
+ "resolved": "https://registry.npmjs.org/shiki/-/shiki-2.5.0.tgz",
+ "integrity": "sha512-mI//trrsaiCIPsja5CNfsyNOqgAZUb6VpJA+340toL42UpzQlXpwRV9nch69X6gaUxrr9kaOOa6e3y3uAkGFxQ==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@types/estree": "^1.0.0"
+ "@shikijs/core": "2.5.0",
+ "@shikijs/engine-javascript": "2.5.0",
+ "@shikijs/engine-oniguruma": "2.5.0",
+ "@shikijs/langs": "2.5.0",
+ "@shikijs/themes": "2.5.0",
+ "@shikijs/types": "2.5.0",
+ "@shikijs/vscode-textmate": "^10.0.2",
+ "@types/hast": "^3.0.4"
}
},
- "node_modules/vitest/node_modules/vite": {
- "version": "7.3.1",
- "resolved": "https://registry.npmjs.org/vite/-/vite-7.3.1.tgz",
- "integrity": "sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA==",
+ "node_modules/vitepress/node_modules/vite": {
+ "version": "5.4.21",
+ "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.21.tgz",
+ "integrity": "sha512-o5a9xKjbtuhY6Bi5S3+HvbRERmouabWbyUcpXXUA1u+GNUKoROi9byOJ8M0nHbHYHkYICiMlqxkg1KkYmm25Sw==",
"dev": true,
"license": "MIT",
"dependencies": {
- "esbuild": "^0.27.0",
- "fdir": "^6.5.0",
- "picomatch": "^4.0.3",
- "postcss": "^8.5.6",
- "rollup": "^4.43.0",
- "tinyglobby": "^0.2.15"
+ "esbuild": "^0.21.3",
+ "postcss": "^8.4.43",
+ "rollup": "^4.20.0"
},
"bin": {
"vite": "bin/vite.js"
},
"engines": {
- "node": "^20.19.0 || >=22.12.0"
+ "node": "^18.0.0 || >=20.0.0"
},
"funding": {
"url": "https://github.com/vitejs/vite?sponsor=1"
@@ -20012,25 +19728,19 @@
"fsevents": "~2.3.3"
},
"peerDependencies": {
- "@types/node": "^20.19.0 || >=22.12.0",
- "jiti": ">=1.21.0",
- "less": "^4.0.0",
+ "@types/node": "^18.0.0 || >=20.0.0",
+ "less": "*",
"lightningcss": "^1.21.0",
- "sass": "^1.70.0",
- "sass-embedded": "^1.70.0",
- "stylus": ">=0.54.8",
- "sugarss": "^5.0.0",
- "terser": "^5.16.0",
- "tsx": "^4.8.1",
- "yaml": "^2.4.2"
+ "sass": "*",
+ "sass-embedded": "*",
+ "stylus": "*",
+ "sugarss": "*",
+ "terser": "^5.4.0"
},
"peerDependenciesMeta": {
"@types/node": {
"optional": true
},
- "jiti": {
- "optional": true
- },
"less": {
"optional": true
},
@@ -20051,27 +19761,103 @@
},
"terser": {
"optional": true
+ }
+ }
+ },
+ "node_modules/vitest": {
+ "version": "4.1.0",
+ "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.1.0.tgz",
+ "integrity": "sha512-YbDrMF9jM2Lqc++2530UourxZHmkKLxrs4+mYhEwqWS97WJ7wOYEkcr+QfRgJ3PW9wz3odRijLZjHEaRLTNbqw==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@vitest/expect": "4.1.0",
+ "@vitest/mocker": "4.1.0",
+ "@vitest/pretty-format": "4.1.0",
+ "@vitest/runner": "4.1.0",
+ "@vitest/snapshot": "4.1.0",
+ "@vitest/spy": "4.1.0",
+ "@vitest/utils": "4.1.0",
+ "es-module-lexer": "^2.0.0",
+ "expect-type": "^1.3.0",
+ "magic-string": "^0.30.21",
+ "obug": "^2.1.1",
+ "pathe": "^2.0.3",
+ "picomatch": "^4.0.3",
+ "std-env": "^4.0.0-rc.1",
+ "tinybench": "^2.9.0",
+ "tinyexec": "^1.0.2",
+ "tinyglobby": "^0.2.15",
+ "tinyrainbow": "^3.0.3",
+ "vite": "^6.0.0 || ^7.0.0 || ^8.0.0-0",
+ "why-is-node-running": "^2.3.0"
+ },
+ "bin": {
+ "vitest": "vitest.mjs"
+ },
+ "engines": {
+ "node": "^20.0.0 || ^22.0.0 || >=24.0.0"
+ },
+ "funding": {
+ "url": "https://opencollective.com/vitest"
+ },
+ "peerDependencies": {
+ "@edge-runtime/vm": "*",
+ "@opentelemetry/api": "^1.9.0",
+ "@types/node": "^20.0.0 || ^22.0.0 || >=24.0.0",
+ "@vitest/browser-playwright": "4.1.0",
+ "@vitest/browser-preview": "4.1.0",
+ "@vitest/browser-webdriverio": "4.1.0",
+ "@vitest/ui": "4.1.0",
+ "happy-dom": "*",
+ "jsdom": "*",
+ "vite": "^6.0.0 || ^7.0.0 || ^8.0.0-0"
+ },
+ "peerDependenciesMeta": {
+ "@edge-runtime/vm": {
+ "optional": true
},
- "tsx": {
+ "@opentelemetry/api": {
"optional": true
},
- "yaml": {
+ "@types/node": {
+ "optional": true
+ },
+ "@vitest/browser-playwright": {
+ "optional": true
+ },
+ "@vitest/browser-preview": {
+ "optional": true
+ },
+ "@vitest/browser-webdriverio": {
+ "optional": true
+ },
+ "@vitest/ui": {
+ "optional": true
+ },
+ "happy-dom": {
+ "optional": true
+ },
+ "jsdom": {
"optional": true
+ },
+ "vite": {
+ "optional": false
}
}
},
"node_modules/vue": {
- "version": "3.5.28",
- "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.28.tgz",
- "integrity": "sha512-BRdrNfeoccSoIZeIhyPBfvWSLFP4q8J3u8Ju8Ug5vu3LdD+yTM13Sg4sKtljxozbnuMu1NB1X5HBHRYUzFocKg==",
+ "version": "3.5.30",
+ "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.30.tgz",
+ "integrity": "sha512-hTHLc6VNZyzzEH/l7PFGjpcTvUgiaPK5mdLkbjrTeWSRcEfxFrv56g/XckIYlE9ckuobsdwqd5mk2g1sBkMewg==",
"dev": true,
"license": "MIT",
"dependencies": {
- "@vue/compiler-dom": "3.5.28",
- "@vue/compiler-sfc": "3.5.28",
- "@vue/runtime-dom": "3.5.28",
- "@vue/server-renderer": "3.5.28",
- "@vue/shared": "3.5.28"
+ "@vue/compiler-dom": "3.5.30",
+ "@vue/compiler-sfc": "3.5.30",
+ "@vue/runtime-dom": "3.5.30",
+ "@vue/server-renderer": "3.5.30",
+ "@vue/shared": "3.5.30"
},
"peerDependencies": {
"typescript": "*"
@@ -20103,6 +19889,13 @@
"url": "https://github.com/sponsors/wooorm"
}
},
+ "node_modules/web-worker": {
+ "version": "1.5.0",
+ "resolved": "https://registry.npmjs.org/web-worker/-/web-worker-1.5.0.tgz",
+ "integrity": "sha512-RiMReJrTAiA+mBjGONMnjVDP2u3p9R1vkcGz6gDIrOMT3oGuYwX2WRMYI9ipkphSuE5XKEhydbhNEJh4NY9mlw==",
+ "dev": true,
+ "license": "Apache-2.0"
+ },
"node_modules/which": {
"version": "6.0.1",
"resolved": "https://registry.npmjs.org/which/-/which-6.0.1.tgz",
@@ -20241,6 +20034,88 @@
"dev": true,
"license": "MIT"
},
+ "node_modules/wrap-ansi": {
+ "version": "7.0.0",
+ "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+ "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+ "license": "MIT",
+ "dependencies": {
+ "ansi-styles": "^4.0.0",
+ "string-width": "^4.1.0",
+ "strip-ansi": "^6.0.0"
+ },
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+ }
+ },
+ "node_modules/wrap-ansi/node_modules/ansi-regex": {
+ "version": "5.0.1",
+ "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+ "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/wrap-ansi/node_modules/ansi-styles": {
+ "version": "4.3.0",
+ "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+ "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
+ "license": "MIT",
+ "dependencies": {
+ "color-convert": "^2.0.1"
+ },
+ "engines": {
+ "node": ">=8"
+ },
+ "funding": {
+ "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+ }
+ },
+ "node_modules/wrap-ansi/node_modules/emoji-regex": {
+ "version": "8.0.0",
+ "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+ "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+ "license": "MIT"
+ },
+ "node_modules/wrap-ansi/node_modules/is-fullwidth-code-point": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
+ "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/wrap-ansi/node_modules/string-width": {
+ "version": "4.2.3",
+ "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+ "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+ "license": "MIT",
+ "dependencies": {
+ "emoji-regex": "^8.0.0",
+ "is-fullwidth-code-point": "^3.0.0",
+ "strip-ansi": "^6.0.1"
+ },
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/wrap-ansi/node_modules/strip-ansi": {
+ "version": "6.0.1",
+ "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+ "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+ "license": "MIT",
+ "dependencies": {
+ "ansi-regex": "^5.0.1"
+ },
+ "engines": {
+ "node": ">=8"
+ }
+ },
"node_modules/wrappy": {
"version": "1.0.2",
"resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
@@ -20290,9 +20165,9 @@
}
},
"node_modules/yaml": {
- "version": "2.8.1",
- "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.1.tgz",
- "integrity": "sha512-lcYcMxX2PO9XMGvAJkJ3OsNMw+/7FKes7/hgerGUYWIoWu5j/+YQqcZr5JnPZWzOsEBgMbSbiSTn/dv/69Mkpw==",
+ "version": "2.8.2",
+ "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.2.tgz",
+ "integrity": "sha512-mplynKqc1C2hTVYxd0PU2xQAc22TI1vShAYGksCCfxbn/dFwnHTNi1bvYsBTkhdUNtGIf5xNOg938rrSSYvS9A==",
"dev": true,
"license": "ISC",
"bin": {
@@ -20300,6 +20175,9 @@
},
"engines": {
"node": ">= 14.6"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/eemeli"
}
},
"node_modules/yargs": {
@@ -20329,6 +20207,56 @@
"node": ">=12"
}
},
+ "node_modules/yargs/node_modules/ansi-regex": {
+ "version": "5.0.1",
+ "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+ "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/yargs/node_modules/emoji-regex": {
+ "version": "8.0.0",
+ "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+ "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+ "license": "MIT"
+ },
+ "node_modules/yargs/node_modules/is-fullwidth-code-point": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
+ "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/yargs/node_modules/string-width": {
+ "version": "4.2.3",
+ "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+ "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+ "license": "MIT",
+ "dependencies": {
+ "emoji-regex": "^8.0.0",
+ "is-fullwidth-code-point": "^3.0.0",
+ "strip-ansi": "^6.0.1"
+ },
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/yargs/node_modules/strip-ansi": {
+ "version": "6.0.1",
+ "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+ "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+ "license": "MIT",
+ "dependencies": {
+ "ansi-regex": "^5.0.1"
+ },
+ "engines": {
+ "node": ">=8"
+ }
+ },
"node_modules/yauzl": {
"version": "2.10.0",
"resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz",
@@ -20340,10 +20268,23 @@
"fd-slicer": "~1.1.0"
}
},
+ "node_modules/yocto-queue": {
+ "version": "0.1.0",
+ "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+ "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
"node_modules/yoctocolors": {
- "version": "2.1.1",
- "resolved": "https://registry.npmjs.org/yoctocolors/-/yoctocolors-2.1.1.tgz",
- "integrity": "sha512-GQHQqAopRhwU8Kt1DDM8NjibDXHC8eoh1erhGAJPEyveY9qqVeXvVikNKrDz69sHowPMorbPUrH/mx8c50eiBQ==",
+ "version": "2.1.2",
+ "resolved": "https://registry.npmjs.org/yoctocolors/-/yoctocolors-2.1.2.tgz",
+ "integrity": "sha512-CzhO+pFNo8ajLM2d2IW/R93ipy99LWjtwblvC1RsoSUMZgyLbYFr221TnSNT7GjGdYui6P459mw9JH/g/zW2ug==",
"license": "MIT",
"engines": {
"node": ">=18"
diff --git a/package.json b/package.json
index 8bc394b4..1ca551da 100644
--- a/package.json
+++ b/package.json
@@ -145,7 +145,7 @@
"@resvg/resvg-js": "^2.6.2",
"@semantic-release/exec": "^7.1.0",
"@semantic-release/github": "^12.0.6",
- "@semantic-release/npm": "^13.1.4",
+ "@semantic-release/npm": "^13.1.5",
"@shikijs/vitepress-twoslash": "^3.22.0",
"@stylistic/eslint-plugin": "^5.8.0",
"@types/async-retry": "^1.4.9",
@@ -158,8 +158,8 @@
"@types/validate-npm-package-name": "^4.0.2",
"@types/which": "^3.0.4",
"@types/yargs": "^17.0.33",
- "@vitest/coverage-v8": "^4.0.18",
- "@vitest/ui": "^4.0.18",
+ "@vitest/coverage-v8": "^4.1.0",
+ "@vitest/ui": "^4.1.0",
"electron": "^40.4.1",
"eslint": "^9.39.2",
"eslint-import-resolver-typescript": "^4.4.4",
@@ -179,14 +179,14 @@
"typedoc-vitepress-theme": "^1.1.2",
"typescript": "^5.9.3",
"typescript-eslint": "^8.56.0",
- "vite-node": "^5.3.0",
+ "vite-node": "^6.0.0",
"vitepress": "^1.6.4",
"vitepress-plugin-llms": "^1.11.0",
- "vitest": "^4.0.18",
+ "vitest": "^4.1.0",
"zx": "^8.8.5"
},
"dependencies": {
- "@huggingface/jinja": "^0.5.5",
+ "@huggingface/jinja": "^0.5.6",
"async-retry": "^1.3.3",
"bytes": "^3.1.2",
"chalk": "^5.6.2",
@@ -195,22 +195,22 @@
"cross-spawn": "^7.0.6",
"env-var": "^7.5.0",
"filenamify": "^6.0.0",
- "fs-extra": "^11.3.0",
+ "fs-extra": "^11.3.4",
"ignore": "^7.0.4",
"ipull": "^3.9.5",
"is-unicode-supported": "^2.1.0",
"lifecycle-utils": "^3.1.1",
"log-symbols": "^7.0.1",
"nanoid": "^5.1.6",
- "node-addon-api": "^8.5.0",
+ "node-addon-api": "^8.6.0",
"ora": "^9.3.0",
"pretty-ms": "^9.3.0",
"proper-lockfile": "^4.1.2",
"semver": "^7.7.1",
- "simple-git": "^3.32.2",
+ "simple-git": "^3.33.0",
"slice-ansi": "^8.0.0",
"stdout-update": "^4.0.1",
- "strip-ansi": "^7.1.2",
+ "strip-ansi": "^7.2.0",
"validate-npm-package-name": "^7.0.2",
"which": "^6.0.1",
"yargs": "^17.7.2"
diff --git a/src/bindings/AddonTypes.ts b/src/bindings/AddonTypes.ts
index df45a004..9fbada1d 100644
--- a/src/bindings/AddonTypes.ts
+++ b/src/bindings/AddonTypes.ts
@@ -34,6 +34,9 @@ export type BindingModule = {
swaFullCache?: boolean
}): AddonContext
},
+ AddonContextSequenceCheckpoint: {
+ new (): AddonContextSequenceCheckpoint
+ },
AddonGrammar: {
new (grammarPath: string, params?: {
addonExports?: BindingModule,
@@ -159,7 +162,18 @@ export type AddonContext = {
ensureDraftContextIsCompatibleForSpeculative(draftContext: AddonContext): void,
saveSequenceStateToFile(filePath: string, sequenceId: number, tokens: Uint32Array): Promise,
loadSequenceStateFromFile(filePath: string, sequenceId: number, maxContextSize: number): Promise,
- setLoras(loras: AddonModelLora[], scales: number[]): void
+ setLoras(loras: AddonModelLora[], scales: number[]): void,
+
+ restoreCheckpoint(checkpoint: AddonContextSequenceCheckpoint, maxPosIndex: number): Promise
+};
+
+export type AddonContextSequenceCheckpoint = {
+ init(context: AddonContext, sequenceId: number): Promise,
+ dispose(): void,
+
+ get size(): number,
+ get minPos(): number,
+ get maxPos(): number
};
export type BatchLogitIndex = number & {
diff --git a/src/bindings/Llama.ts b/src/bindings/Llama.ts
index 4d3615f6..eee3ada6 100644
--- a/src/bindings/Llama.ts
+++ b/src/bindings/Llama.ts
@@ -10,6 +10,7 @@ import {LlamaJsonSchemaGrammar} from "../evaluator/LlamaJsonSchemaGrammar.js";
import {LlamaGrammar, LlamaGrammarOptions} from "../evaluator/LlamaGrammar.js";
import {ThreadsSplitter} from "../utils/ThreadsSplitter.js";
import {getLlamaClasses, LlamaClasses} from "../utils/getLlamaClasses.js";
+import {getTempDir, FsPathHandle} from "../utils/getTempDir.js";
import {BindingModule} from "./AddonTypes.js";
import {
BuildGpu, BuildMetadataFile, LlamaGpuType, LlamaLocks, LlamaLogLevel,
@@ -46,6 +47,8 @@ export class Llama {
/** @internal */ public readonly _swapOrchestrator: MemoryOrchestrator;
/** @internal */ public readonly _debug: boolean;
/** @internal */ public readonly _threadsSplitter: ThreadsSplitter;
+ /** @internal */ public readonly _tempDir?: FsPathHandle;
+ /** @internal */ private _tempDirNextId: number = 0;
/** @internal */ public _hadErrorLogs: boolean = false;
/** @internal */ private readonly _gpu: LlamaGpuType;
/** @internal */ private readonly _numa: LlamaNuma;
@@ -74,7 +77,7 @@ export class Llama {
public readonly onDispose = new EventRelay();
private constructor({
- bindings, bindingPath, extBackendsPath, logLevel, logger, buildType, cmakeOptions, llamaCppRelease, debug, numa, buildGpu,
+ bindings, bindingPath, extBackendsPath, logLevel, logger, buildType, cmakeOptions, llamaCppRelease, debug, tempDir, numa, buildGpu,
maxThreads, vramOrchestrator, vramPadding, ramOrchestrator, ramPadding, swapOrchestrator, skipLlamaInit
}: {
bindings: BindingModule,
@@ -89,6 +92,7 @@ export class Llama {
release: string
},
debug: boolean,
+ tempDir?: FsPathHandle,
numa?: LlamaNuma,
buildGpu: BuildGpu,
maxThreads?: number,
@@ -104,6 +108,7 @@ export class Llama {
this._bindings = bindings;
this._debug = debug;
+ this._tempDir = tempDir;
this._numa = numa ?? false;
this._logLevel = this._debug
? LlamaLogLevel.debug
@@ -175,6 +180,7 @@ export class Llama {
this.onDispose.dispatchEvent();
await this._backendDisposeGuard.acquireDisposeLock();
await this._bindings.dispose();
+ await this._tempDir?.dispose();
process.off("beforeExit", this._onBeforeExit);
unregisterDisposeBeforeExit(this._selfWeakRef);
@@ -413,6 +419,15 @@ export class Llama {
this._onAddonLog(LlamaLogLevelToAddonLogLevel.get(level) ?? defaultLogLevel, message + "\n");
}
+ /** @internal */
+ public _createTempFilePath() {
+ if (this._tempDir == null)
+ return undefined;
+
+ const fileId = this._tempDirNextId++;
+ return new FsPathHandle(path.join(this._tempDir.path, fileId + ".nlc"));
+ }
+
/** @internal */
private _onAddonLog(level: number, message: string) {
const llamaLogLevel = addonLogLevelToLlamaLogLevel.get(level) ?? LlamaLogLevel.fatal;
@@ -507,7 +522,7 @@ export class Llama {
/** @internal */
public static async _create({
bindings, bindingPath, extBackendsPath, buildType, buildMetadata, logLevel, logger, vramPadding, ramPadding, maxThreads,
- skipLlamaInit = false, debug, numa
+ skipLlamaInit = false, debug, numa, tempDir
}: {
bindings: BindingModule,
bindingPath: string,
@@ -521,7 +536,8 @@ export class Llama {
ramPadding: number | ((totalRam: number) => number),
skipLlamaInit?: boolean,
debug: boolean,
- numa?: LlamaNuma
+ numa?: LlamaNuma,
+ tempDir?: string | string[] | false
}) {
const vramOrchestrator = new MemoryOrchestrator(() => {
const {total, used, unifiedSize} = bindings.getGpuVramInfo();
@@ -566,6 +582,14 @@ export class Llama {
else
resolvedRamPadding = ramOrchestrator.reserveMemory(ramPadding);
+ const resolvedTempDir = tempDir === false
+ ? undefined
+ : await getTempDir(
+ typeof tempDir === "string"
+ ? [tempDir]
+ : tempDir
+ );
+
const llama = new Llama({
bindings,
bindingPath,
@@ -579,6 +603,7 @@ export class Llama {
logLevel,
logger,
debug,
+ tempDir: resolvedTempDir,
numa,
buildGpu: buildMetadata.buildOptions.gpu,
vramOrchestrator,
diff --git a/src/bindings/getLlama.ts b/src/bindings/getLlama.ts
index e1b49753..f9c900fe 100644
--- a/src/bindings/getLlama.ts
+++ b/src/bindings/getLlama.ts
@@ -208,7 +208,27 @@ export type LlamaOptions = {
*
* Defaults to `false` (no NUMA policy).
*/
- numa?: LlamaNuma
+ numa?: LlamaNuma,
+
+ /**
+ * A list of directories to use for internal cache to speed up processes and reduce memory usage.
+ * Cache created by this process will be automatically cleaned up when it's no longer needed,
+ * on process exit, and on the disposal of the Llama instance.
+ *
+ * The first directory that is writable from this list will be used.
+ *
+ * If no directories are provided or non are writable, these fallback will be used instead:
+ * - The directory of where `node-llama-cpp` is installed inside `node_modules`.
+ * - A `nlc.` prefixed directory under the OS's temp dir (e.g. `/tmp` on Linux).
+ * - A `.node-llama-cpp/.temp` directory under the home directory of the current user.
+ *
+ * To disable the usage of any temporary directory and caching, set this option to `false`.
+ *
+ *
+ * Hidden since currently unused - defaults to `false` for now
+ * @internal
+ */
+ tempDir?: string | string[] | false
};
export type LastBuildOptions = {
@@ -318,7 +338,27 @@ export type LastBuildOptions = {
*
* Defaults to `false` (no NUMA policy).
*/
- numa?: LlamaNuma
+ numa?: LlamaNuma,
+
+ /**
+ * A list of directories to use for internal cache to speed up processes and reduce memory usage.
+ * Cache created by this process will be automatically cleaned up when it's no longer needed,
+ * on process exit, and on the disposal of the Llama instance.
+ *
+ * The first directory that is writable from this list will be used.
+ *
+ * If no directories are provided or non are writable, these fallback will be used instead:
+ * - The directory of where `node-llama-cpp` is installed inside `node_modules`.
+ * - A `nlc.` prefixed directory under the OS's temp dir (e.g. `/tmp` on Linux).
+ * - A `.node-llama-cpp/.temp` directory under the home directory of the current user.
+ *
+ * To disable the usage of any temporary directory and caching, set this option to `false`.
+ *
+ *
+ * Hidden since currently unused - defaults to `false` for now
+ * @internal
+ */
+ tempDir?: string | string[] | false
};
export const getLlamaFunctionName = "getLlama";
@@ -335,6 +375,7 @@ export const defaultLlamaRamPadding = (totalRam: number) => {
const defaultBuildOption: Exclude = runningInElectron
? "never"
: "auto";
+const defaultTempDir: LlamaOptions["tempDir"] = false;
/**
* Get a `llama.cpp` binding.
@@ -377,6 +418,7 @@ export async function getLlama(options?: LlamaOptions | "lastBuild", lastBuildOp
ramPadding: lastBuildOptions?.ramPadding ?? defaultLlamaRamPadding,
debug: lastBuildOptions?.debug ?? defaultLlamaCppDebugMode,
numa: lastBuildOptions?.numa,
+ tempDir: lastBuildOptions?.tempDir ?? defaultTempDir,
dryRun
};
@@ -405,6 +447,7 @@ export async function getLlama(options?: LlamaOptions | "lastBuild", lastBuildOp
ramPadding: lastBuildOptions?.ramPadding ?? defaultLlamaRamPadding,
debug: lastBuildOptions?.debug ?? defaultLlamaCppDebugMode,
numa: lastBuildOptions?.numa,
+ tempDir: lastBuildOptions?.tempDir ?? defaultTempDir,
skipLlamaInit: dryRun
});
@@ -440,6 +483,7 @@ export async function getLlamaForOptions({
ramPadding = defaultLlamaRamPadding,
debug = defaultLlamaCppDebugMode,
numa = false,
+ tempDir = defaultTempDir,
dryRun = false
}: LlamaOptions, {
updateLastBuildInfoOnCompile = false,
@@ -514,6 +558,7 @@ export async function getLlamaForOptions({
ramPadding,
debug,
numa,
+ tempDir,
dryRun
});
} catch (err) {
@@ -532,6 +577,7 @@ export async function getLlamaForOptions({
ramPadding,
debug,
numa,
+ tempDir,
dryRun
});
}
@@ -579,6 +625,7 @@ export async function getLlamaForOptions({
),
debug,
numa,
+ tempDir,
pipeBinaryTestErrorLogs
});
@@ -614,7 +661,8 @@ export async function getLlamaForOptions({
ramPadding,
skipLlamaInit,
debug,
- numa
+ numa,
+ tempDir
});
} catch (err) {
console.error(
@@ -691,7 +739,8 @@ export async function getLlamaForOptions({
ramPadding,
skipLlamaInit,
debug,
- numa
+ numa,
+ tempDir
});
} catch (err) {
console.error(
@@ -737,6 +786,7 @@ async function loadExistingLlamaBinary({
fallbackMessage,
debug,
numa,
+ tempDir,
pipeBinaryTestErrorLogs
}: {
buildOptions: BuildOptions,
@@ -754,6 +804,7 @@ async function loadExistingLlamaBinary({
fallbackMessage: string | null,
debug: boolean,
numa?: LlamaNuma,
+ tempDir: LlamaOptions["tempDir"],
pipeBinaryTestErrorLogs: boolean
}) {
const buildFolderName = await getBuildFolderNameForBuildOptions(buildOptions);
@@ -791,7 +842,8 @@ async function loadExistingLlamaBinary({
ramPadding,
skipLlamaInit,
debug,
- numa
+ numa,
+ tempDir
});
} else if (progressLogs) {
console.warn(
@@ -857,7 +909,8 @@ async function loadExistingLlamaBinary({
ramPadding,
skipLlamaInit,
debug,
- numa
+ numa,
+ tempDir
});
} else if (progressLogs) {
const binaryDescription = describeBinary({
@@ -913,7 +966,8 @@ async function buildAndLoadLlamaBinary({
ramPadding,
skipLlamaInit,
debug,
- numa
+ numa,
+ tempDir
}: {
buildOptions: BuildOptions,
skipDownload: boolean,
@@ -925,7 +979,8 @@ async function buildAndLoadLlamaBinary({
ramPadding: Required["ramPadding"],
skipLlamaInit: boolean,
debug: boolean,
- numa?: LlamaNuma
+ numa?: LlamaNuma,
+ tempDir: LlamaOptions["tempDir"]
}) {
const buildFolderName = await getBuildFolderNameForBuildOptions(buildOptions);
@@ -960,7 +1015,8 @@ async function buildAndLoadLlamaBinary({
ramPadding,
skipLlamaInit,
debug,
- numa
+ numa,
+ tempDir
});
}
diff --git a/src/bindings/utils/compileLLamaCpp.ts b/src/bindings/utils/compileLLamaCpp.ts
index 3daaa721..6857890b 100644
--- a/src/bindings/utils/compileLLamaCpp.ts
+++ b/src/bindings/utils/compileLLamaCpp.ts
@@ -531,7 +531,21 @@ async function resolvePrebuiltBinaryPath(prebuiltBinaryDirectoryPath: string) {
return null;
}
-function getPrebuiltBinariesPackageDirectoryForBuildOptions(buildOptions: BuildOptions) {
+export async function checkWhetherPrebuiltBinariesModuleIsInstalled(gpu: BuildGpu) {
+ const prebuiltBinariesPaths = await getPrebuiltBinariesPackageDirectoryForBuildOptions({
+ platform: getPlatform(),
+ arch: process.arch,
+ gpu
+ });
+
+ return prebuiltBinariesPaths != null;
+}
+
+function getPrebuiltBinariesPackageDirectoryForBuildOptions(buildOptions: {
+ platform: BinaryPlatform,
+ arch: typeof process.arch,
+ gpu: BuildGpu
+}) {
async function getBinariesPathFromModules(moduleImport: () => Promise<{getBinsDir(): {binsDir: string, packageVersion: string}}>) {
try {
const [
diff --git a/src/bindings/utils/getLlamaGpuTypes.ts b/src/bindings/utils/getLlamaGpuTypes.ts
index be67d607..897dce91 100644
--- a/src/bindings/utils/getLlamaGpuTypes.ts
+++ b/src/bindings/utils/getLlamaGpuTypes.ts
@@ -18,6 +18,9 @@ export async function getLlamaGpuTypes(include: "supported" | "allValid"): Promi
const platform = getPlatform();
const arch = process.arch;
+ if (include == null)
+ include = "supported";
+
if (include === "supported") {
const gpuTypes = new Set(await getGpuTypesToUseForOption("auto"));
diff --git a/src/chatWrappers/QwenChatWrapper.ts b/src/chatWrappers/QwenChatWrapper.ts
index cd22b38c..cd34057c 100644
--- a/src/chatWrappers/QwenChatWrapper.ts
+++ b/src/chatWrappers/QwenChatWrapper.ts
@@ -11,10 +11,12 @@ import {ChatModelFunctionsDocumentationGenerator} from "./utils/ChatModelFunctio
// source: https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M/blob/main/tokenizer_config.json#L197
export class QwenChatWrapper extends ChatWrapper {
public readonly wrapperName: string = "Qwen";
+ public readonly variation: "3" | "3.5";
public readonly keepOnlyLastThought: boolean;
public readonly thoughts: "auto" | "discourage";
/** @internal */ private readonly _flatFunctionResultString: boolean;
+ /** @internal */ private readonly _ensureModelThoughtBeforeTextOnLastResponse: boolean;
public override readonly settings: ChatWrapperSettings;
@@ -35,66 +37,118 @@ export class QwenChatWrapper extends ChatWrapper {
*/
thoughts?: "auto" | "discourage",
+ /**
+ * Chat template variation to use.
+ *
+ * Defaults to `"3"`.
+ */
+ variation?: "3" | "3.5",
+
/** @internal */
_lineBreakBeforeFunctionCallPrefix?: boolean,
/** @internal */
- _flatFunctionResultString?: boolean
+ _flatFunctionResultString?: boolean,
+
+ /** @internal */
+ _ensureModelThoughtBeforeTextOnLastResponse?: boolean
} = {}) {
super();
const {
keepOnlyLastThought = true,
thoughts = "auto",
+ variation = "3",
_lineBreakBeforeFunctionCallPrefix = false,
- _flatFunctionResultString = false
+ _flatFunctionResultString = false,
+ _ensureModelThoughtBeforeTextOnLastResponse = false
} = options;
this.keepOnlyLastThought = keepOnlyLastThought;
this.thoughts = thoughts;
+ this.variation = variation;
this._flatFunctionResultString = _flatFunctionResultString;
+ this._ensureModelThoughtBeforeTextOnLastResponse = _ensureModelThoughtBeforeTextOnLastResponse;
- this.settings = {
- supportsSystemMessages: true,
- functions: {
- call: {
- optionalPrefixSpace: true,
- prefix: LlamaText([
- _lineBreakBeforeFunctionCallPrefix
- ? "\n"
- : "",
- new SpecialTokensText(""), '\n{"name": "'
- ]),
- paramsPrefix: '", "arguments": ',
- suffix: LlamaText("}\n", new SpecialTokensText("")),
- emptyCallParamsPlaceholder: {}
- },
- result: {
- prefix: LlamaText(new SpecialTokensText("\n\n")),
- suffix: LlamaText(new SpecialTokensText("\n"))
- },
- parallelism: {
+ if (variation === "3")
+ this.settings = {
+ supportsSystemMessages: true,
+ functions: {
call: {
- sectionPrefix: "",
- betweenCalls: _lineBreakBeforeFunctionCallPrefix
- ? ""
- : "\n",
- sectionSuffix: LlamaText(new SpecialTokensText("<|im_end|>\n"))
+ optionalPrefixSpace: true,
+ prefix: LlamaText([
+ _lineBreakBeforeFunctionCallPrefix
+ ? "\n"
+ : "",
+ new SpecialTokensText(""), '\n{"name": "'
+ ]),
+ paramsPrefix: '", "arguments": ',
+ suffix: LlamaText("}\n", new SpecialTokensText("")),
+ emptyCallParamsPlaceholder: {}
},
result: {
- sectionPrefix: LlamaText(new SpecialTokensText("<|im_start|>user")),
- sectionSuffix: LlamaText(new SpecialTokensText("<|im_end|>\n<|im_start|>assistant\n"))
+ prefix: LlamaText(new SpecialTokensText("\n\n")),
+ suffix: LlamaText(new SpecialTokensText("\n"))
+ },
+ parallelism: {
+ call: {
+ sectionPrefix: "",
+ betweenCalls: _lineBreakBeforeFunctionCallPrefix
+ ? ""
+ : "\n",
+ sectionSuffix: LlamaText(new SpecialTokensText("<|im_end|>\n"))
+ },
+ result: {
+ sectionPrefix: LlamaText(new SpecialTokensText("<|im_start|>user")),
+ sectionSuffix: LlamaText(new SpecialTokensText("<|im_end|>\n<|im_start|>assistant\n"))
+ }
+ }
+ },
+ segments: {
+ reiterateStackAfterFunctionCalls: true,
+ thought: {
+ prefix: LlamaText(new SpecialTokensText("\n")),
+ suffix: LlamaText(new SpecialTokensText("\n"))
}
}
- },
- segments: {
- reiterateStackAfterFunctionCalls: true,
- thought: {
- prefix: LlamaText(new SpecialTokensText("\n")),
- suffix: LlamaText(new SpecialTokensText("\n"))
+ };
+ else
+ this.settings = {
+ supportsSystemMessages: true,
+ functions: {
+ call: {
+ optionalPrefixSpace: true,
+ prefix: LlamaText(new SpecialTokensText("\n\n\n",
+ suffix: LlamaText(new SpecialTokensText("\n\n\n")),
+ emptyCallParamsPlaceholder: {}
+ },
+ result: {
+ prefix: LlamaText(new SpecialTokensText("\n\n")),
+ suffix: LlamaText(new SpecialTokensText("\n"))
+ },
+ parallelism: {
+ call: {
+ sectionPrefix: _lineBreakBeforeFunctionCallPrefix
+ ? "\n\n"
+ : "",
+ betweenCalls: "\n",
+ sectionSuffix: LlamaText(new SpecialTokensText("<|im_end|>\n"))
+ },
+ result: {
+ sectionPrefix: LlamaText(new SpecialTokensText("<|im_start|>user")),
+ sectionSuffix: LlamaText(new SpecialTokensText("<|im_end|>\n<|im_start|>assistant\n"))
+ }
+ }
+ },
+ segments: {
+ reiterateStackAfterFunctionCalls: true,
+ thought: {
+ prefix: LlamaText(new SpecialTokensText("\n")),
+ suffix: LlamaText(new SpecialTokensText("\n"))
+ }
}
- }
- };
+ };
}
public override generateContextState({
@@ -146,20 +200,35 @@ export class QwenChatWrapper extends ChatWrapper {
} else if (item.type === "model") {
flush();
- const transformedModelResponse = (this.thoughts === "discourage" && isLastItem)
+ let transformedModelResponse = (this.thoughts === "discourage" && isLastItem)
? discourageThoughtsInModelResponse(item.response)
: item.response;
+ if (this.keepOnlyLastThought && !isLastItem)
+ transformedModelResponse = transformedModelResponse.filter((response) => (
+ !isChatModelResponseSegment(response) || response.segmentType !== "thought"
+ ));
+ else if (isLastItem && this._ensureModelThoughtBeforeTextOnLastResponse) {
+ transformedModelResponse = transformedModelResponse.flatMap((response, index): ChatModelResponse["response"] => {
+ if (typeof response !== "string")
+ return [response];
+
+ const previousResponse = transformedModelResponse[index - 1];
+ if (previousResponse != null && isChatModelResponseSegment(previousResponse) && previousResponse.segmentType === "thought")
+ return [response];
+
+ return [{
+ type: "segment",
+ segmentType: "thought",
+ text: "",
+ ended: true,
+ raw: LlamaText(new SpecialTokensText("\n\n\n\n")).toJSON()
+ }, response];
+ });
+ }
+
currentAggregateFocus = null;
- modelTexts.push(
- this.generateModelResponseText(
- (this.keepOnlyLastThought && !isLastItem)
- ? transformedModelResponse.filter((response) => (
- !isChatModelResponseSegment(response) || response.segmentType !== "thought"
- ))
- : transformedModelResponse
- )
- );
+ modelTexts.push(this.generateModelResponseText(transformedModelResponse));
} else
void (item satisfies never);
}
@@ -226,21 +295,61 @@ export class QwenChatWrapper extends ChatWrapper {
if (!functionsDocumentationGenerator.hasAnyFunctions)
return LlamaText([]);
- return LlamaText.joinValues("\n", [
- "# Tools",
- "",
- "You may call one or more functions to assist with the user query.",
- "",
- LlamaText("You are provided with function signatures within ", new SpecialTokensText(""), " XML tags:"),
- LlamaText(new SpecialTokensText("")),
- functionsDocumentationGenerator.getQwenFunctionSignatures({documentParams}),
- LlamaText(new SpecialTokensText("")),
- "",
- LlamaText("For each function call, return a json object with function name and arguments within ", new SpecialTokensText(""), " XML tags:"),
- LlamaText(new SpecialTokensText("")),
- '{"name": , "arguments": }',
- LlamaText(new SpecialTokensText(""))
- ]);
+ if (this.variation === "3")
+ return LlamaText.joinValues("\n", [
+ "# Tools",
+ "",
+ "You may call one or more functions to assist with the user query.",
+ "",
+ LlamaText("You are provided with function signatures within ", new SpecialTokensText(""), " XML tags:"),
+ LlamaText(new SpecialTokensText("")),
+ functionsDocumentationGenerator.getQwenFunctionSignatures({documentParams}),
+ LlamaText(new SpecialTokensText("")),
+ "",
+ LlamaText("For each function call, return a json object with function name and arguments within ", new SpecialTokensText(""), " XML tags:"),
+ LlamaText(new SpecialTokensText("")),
+ '{"name": , "arguments": }',
+ LlamaText(new SpecialTokensText(""))
+ ]);
+ else
+ return LlamaText.joinValues("\n", [
+ "# Tools",
+ "",
+ "You have access to the following functions:",
+ "",
+ LlamaText(new SpecialTokensText("")),
+ functionsDocumentationGenerator.getQwenFunctionSignatures({documentParams}),
+ LlamaText(new SpecialTokensText("")),
+ "",
+ LlamaText("If you choose to call a function ONLY reply in the following format with NO suffix:"),
+ "",
+ LlamaText(new SpecialTokensText("")),
+ LlamaText(new SpecialTokensText("")),
+ LlamaText(new SpecialTokensText("")),
+ "value_1",
+ LlamaText(new SpecialTokensText("")),
+ LlamaText(new SpecialTokensText("")),
+ "This is the value for the second parameter",
+ "that can span",
+ "multiple lines",
+ LlamaText(new SpecialTokensText("")),
+ LlamaText(new SpecialTokensText("")),
+ LlamaText(new SpecialTokensText("")),
+ "",
+ LlamaText(new SpecialTokensText("")),
+ "Reminder:",
+ LlamaText([
+ "- Function calls MUST follow the specified format: an inner ",
+ new SpecialTokensText(""),
+ " block must be nested within ",
+ new SpecialTokensText(""),
+ " XML tags"
+ ]),
+ "- Required parameters MUST be specified",
+ "- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after",
+ "- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls",
+ LlamaText(new SpecialTokensText(""))
+ ]);
}
/** @internal */
@@ -254,7 +363,9 @@ export class QwenChatWrapper extends ChatWrapper {
architecture === GgufArchitectureType.qwen3 ||
architecture === GgufArchitectureType.qwen3moe ||
architecture === GgufArchitectureType.qwen3vl ||
- architecture === GgufArchitectureType.qwen3vlmoe
+ architecture === GgufArchitectureType.qwen3vlmoe ||
+ architecture === GgufArchitectureType.qwen35 ||
+ architecture === GgufArchitectureType.qwen35moe
);
}
@@ -277,6 +388,27 @@ export class QwenChatWrapper extends ChatWrapper {
{_flatFunctionResultString: true, thoughts: "discourage", _lineBreakBeforeFunctionCallPrefix: true},
{},
{_requireFunctionCallSettingsExtraction: true}
+ ],
+
+ [
+ {variation: "3.5"},
+ {variation: "3.5"},
+ {_requireFunctionCallSettingsExtraction: true, _functionCallExtractionExamineNonFirst: true}
+ ],
+ [
+ {variation: "3.5", _lineBreakBeforeFunctionCallPrefix: true},
+ {variation: "3.5"},
+ {_requireFunctionCallSettingsExtraction: true, _functionCallExtractionExamineNonFirst: true}
+ ],
+ [
+ {variation: "3.5", _ensureModelThoughtBeforeTextOnLastResponse: true, _lineBreakBeforeFunctionCallPrefix: true},
+ {variation: "3.5"},
+ {_requireFunctionCallSettingsExtraction: true, _functionCallExtractionExamineNonFirst: true}
+ ],
+ [
+ {variation: "3.5", _ensureModelThoughtBeforeTextOnLastResponse: true},
+ {variation: "3.5"},
+ {_requireFunctionCallSettingsExtraction: true, _functionCallExtractionExamineNonFirst: true}
]
];
}
diff --git a/src/chatWrappers/generic/JinjaTemplateChatWrapper.ts b/src/chatWrappers/generic/JinjaTemplateChatWrapper.ts
index 6c41e2db..4d774c26 100644
--- a/src/chatWrappers/generic/JinjaTemplateChatWrapper.ts
+++ b/src/chatWrappers/generic/JinjaTemplateChatWrapper.ts
@@ -18,7 +18,9 @@ import {
templateSegmentOptionsToChatWrapperSettings, TemplateChatWrapperSegmentsOptions
} from "./utils/templateSegmentOptionsToChatWrapperSettings.js";
import {UniqueIdGenerator} from "./utils/UniqueIdGenerator.js";
-import {extractFunctionCallSettingsFromJinjaTemplate} from "./utils/extractFunctionCallSettingsFromJinjaTemplate.js";
+import {
+ detectNeedToWrapFunctionArgumentsWithMap, extractFunctionCallSettingsFromJinjaTemplate, ExtractFunctionCallSettingsRenderTemplate
+} from "./utils/extractFunctionCallSettingsFromJinjaTemplate.js";
import {squashChatHistoryItems} from "./utils/squashChatHistoryItems.js";
import {extractSegmentSettingsFromTokenizerAndChatTemplate} from "./utils/extractSegmentSettingsFromTokenizerAndChatTemplate.js";
@@ -103,7 +105,10 @@ export type JinjaTemplateChatWrapperOptions = {
tokenizer?: Tokenizer,
/** @internal */
- _requireFunctionCallSettingsExtraction?: boolean
+ _requireFunctionCallSettingsExtraction?: boolean,
+
+ /** @internal */
+ _functionCallExtractionExamineNonFirst?: boolean
};
export type JinjaTemplateChatWrapperOptionsConvertMessageFormat = {
@@ -160,6 +165,7 @@ export class JinjaTemplateChatWrapper extends ChatWrapper {
/** @internal */ private readonly _jinjaTemplate: Template;
/** @internal */ private readonly _usingJinjaFunctionCallTemplate: boolean = false;
/** @internal */ private readonly _stringifyFunctionParams: boolean = false;
+ /** @internal */ private readonly _wrapFunctionParamsInsideMapKey?: string;
/** @internal */ private readonly _stringifyFunctionResult: boolean = false;
/** @internal */ private readonly _combineJinjaModelMessageAndToolCalls: boolean = true;
/** @internal */ private readonly _endJinjaMessagesWithUserMessage: boolean = false;
@@ -182,7 +188,8 @@ export class JinjaTemplateChatWrapper extends ChatWrapper {
additionalRenderParameters,
segments,
tokenizer,
- _requireFunctionCallSettingsExtraction = false
+ _requireFunctionCallSettingsExtraction = false,
+ _functionCallExtractionExamineNonFirst = false
} = options;
if (template == null)
@@ -228,112 +235,136 @@ export class JinjaTemplateChatWrapper extends ChatWrapper {
);
if (functionCallSettings == null && functionCallMessageTemplate !== "noJinja") {
try {
- const idsGenerator = new UniqueIdGenerator(
- this.template + this.modelRoleName + this.userRoleName + this.systemRoleName +
- (this.convertUnsupportedSystemMessagesToUserMessages?.format ?? "")
- );
- const extractedSettings = extractFunctionCallSettingsFromJinjaTemplate({
- idsGenerator,
- renderTemplate: ({
- chatHistory, functions, additionalParams, stringifyFunctionParams, stringifyFunctionResults,
- combineModelMessageAndToolCalls, squashModelTextResponses = true
- }) => {
- const render = (
- convertSystemMessagesToUserMessagesFormat:
- JinjaTemplateChatWrapperOptionsConvertMessageFormat["format"] | undefined,
- wipeFunctionCallIds: boolean | "align"
- ) => {
- const {messages: intermediateMessages, tools} = fromChatHistoryToIntermediateOpenAiMessages({
- chatHistory: this._transformChatHistory(chatHistory, {
- convertSystemMessagesToUserMessagesFormat,
- joinAdjacentMessagesOfTheSameType: !squashModelTextResponses
- ? false
- : undefined
- }).transformedHistory,
- chatWrapperSettings: this.settings,
- useRawValues: false,
- functions,
- stringifyFunctionParams,
- stringifyFunctionResults,
- combineModelMessageAndToolCalls,
- squashModelTextResponses
+ const renderTemplate: ExtractFunctionCallSettingsRenderTemplate = ({
+ chatHistory, functions, additionalParams, stringifyFunctionParams, stringifyFunctionResults,
+ combineModelMessageAndToolCalls, squashModelTextResponses = true
+ }) => {
+ const render = (
+ convertSystemMessagesToUserMessagesFormat:
+ JinjaTemplateChatWrapperOptionsConvertMessageFormat["format"] | undefined,
+ wipeFunctionCallIds: boolean | "align"
+ ) => {
+ let inputChatHistory = chatHistory;
+ if (this._wrapFunctionParamsInsideMapKey != null)
+ inputChatHistory = inputChatHistory.map((item) => {
+ if (item.type !== "model")
+ return item;
+
+ return {
+ ...item,
+ response: item.response.map((response) => {
+ if (typeof response === "string" || response.type !== "functionCall")
+ return response;
+
+ return {
+ ...response,
+ params: {[this._wrapFunctionParamsInsideMapKey!]: response.params}
+ };
+ })
+ };
});
- const messages = fromIntermediateToCompleteOpenAiMessages(intermediateMessages)
- .map((item) => {
- if (!wipeFunctionCallIds)
- return item;
-
- if (item.role === "assistant" && item["tool_calls"] != null && item["tool_calls"].length > 0) {
- for (const toolCall of item["tool_calls"]) {
- if (wipeFunctionCallIds === "align")
- toolCall.id = "fc_1_0001";
- else
- delete (toolCall as {id?: string}).id;
- }
- } else if (item.role === "tool") {
+ const {messages: intermediateMessages, tools} = fromChatHistoryToIntermediateOpenAiMessages({
+ chatHistory: this._transformChatHistory(inputChatHistory, {
+ convertSystemMessagesToUserMessagesFormat,
+ joinAdjacentMessagesOfTheSameType: !squashModelTextResponses
+ ? false
+ : undefined
+ }).transformedHistory,
+ chatWrapperSettings: this.settings,
+ useRawValues: false,
+ functions,
+ stringifyFunctionParams,
+ stringifyFunctionResults,
+ combineModelMessageAndToolCalls,
+ squashModelTextResponses
+ });
+
+ const messages = fromIntermediateToCompleteOpenAiMessages(intermediateMessages)
+ .map((item) => {
+ if (!wipeFunctionCallIds)
+ return item;
+
+ if (item.role === "assistant" && item["tool_calls"] != null && item["tool_calls"].length > 0) {
+ for (const toolCall of item["tool_calls"]) {
if (wipeFunctionCallIds === "align")
- item["tool_call_id"] = "fc_1_0001";
+ toolCall.id = "fc_1_0001";
else
- delete (item as {"tool_call_id"?: string})["tool_call_id"];
+ delete (toolCall as {id?: string}).id;
}
-
- return item;
- });
-
- const lastJinjaItem = messages.at(-1);
- let eraseRenderedJinjaFromId: string | undefined;
- if (this._endJinjaMessagesWithUserMessage && lastJinjaItem?.role === this.modelRoleName &&
- typeof lastJinjaItem.content === "string" &&
- lastJinjaItem.content.length > 0 &&
- (
- (lastJinjaItem as OpenAiChatAssistantMessage)["tool_calls"] == null ||
- (lastJinjaItem as OpenAiChatAssistantMessage)["tool_calls"]?.length === 0
- )
- ) {
- eraseRenderedJinjaFromId = lastJinjaItem.content;
- messages.push({
- role: this.userRoleName,
- content: idsGenerator.generateId()
- } as OpenAiChatMessage);
- }
-
- let res = this._jinjaTemplate.render({
- ...(
- this.additionalRenderParameters == null
- ? {}
- : structuredClone(this.additionalRenderParameters)
- ),
- ...additionalParams,
- messages,
- ...removeUndefinedFields({tools})
+ } else if (item.role === "tool") {
+ if (wipeFunctionCallIds === "align")
+ item["tool_call_id"] = "fc_1_0001";
+ else
+ delete (item as {"tool_call_id"?: string})["tool_call_id"];
+ }
+
+ return item;
});
- if (eraseRenderedJinjaFromId != null) {
- const eraseIndex = res.lastIndexOf(eraseRenderedJinjaFromId);
- if (eraseIndex >= 0)
- res = res.slice(0, eraseIndex + eraseRenderedJinjaFromId.length);
- }
-
- // attempt to remove the ID pattern from the output
- if (wipeFunctionCallIds === "align")
- res = res
- .replaceAll(/,\s*"(tool_call_id|call_id|id)":\s*"fc_1_0001"/g, "")
- .replaceAll(/"(tool_call_id|call_id|id)":\s*"fc_1_0001"\s*,/g, "");
-
- return res;
- };
-
- return tryMatrix({
- convertSystemMessagesToUserMessagesFormat:
- getConvertUnsupportedSystemMessagesToUserMessagesTryOptions(
- this.convertUnsupportedSystemMessagesToUserMessages
- ),
- wipeFunctionCallIds: [true, "align", false]
- }, ({convertSystemMessagesToUserMessagesFormat, wipeFunctionCallIds}) => {
- return render(convertSystemMessagesToUserMessagesFormat, wipeFunctionCallIds);
+ const lastJinjaItem = messages.at(-1);
+ let eraseRenderedJinjaFromId: string | undefined;
+ if (this._endJinjaMessagesWithUserMessage && lastJinjaItem?.role === this.modelRoleName &&
+ typeof lastJinjaItem.content === "string" &&
+ lastJinjaItem.content.length > 0 &&
+ (
+ (lastJinjaItem as OpenAiChatAssistantMessage)["tool_calls"] == null ||
+ (lastJinjaItem as OpenAiChatAssistantMessage)["tool_calls"]?.length === 0
+ )
+ ) {
+ eraseRenderedJinjaFromId = lastJinjaItem.content;
+ messages.push({
+ role: this.userRoleName,
+ content: idsGenerator.generateId()
+ } as OpenAiChatMessage);
+ }
+
+ let res = this._jinjaTemplate.render({
+ ...(
+ this.additionalRenderParameters == null
+ ? {}
+ : structuredClone(this.additionalRenderParameters)
+ ),
+ ...additionalParams,
+ messages,
+ ...removeUndefinedFields({tools})
});
- }
+
+ if (eraseRenderedJinjaFromId != null) {
+ const eraseIndex = res.lastIndexOf(eraseRenderedJinjaFromId);
+ if (eraseIndex >= 0)
+ res = res.slice(0, eraseIndex + eraseRenderedJinjaFromId.length);
+ }
+
+ // attempt to remove the ID pattern from the output
+ if (wipeFunctionCallIds === "align")
+ res = res
+ .replaceAll(/,\s*"(tool_call_id|call_id|id)":\s*"fc_1_0001"/g, "")
+ .replaceAll(/"(tool_call_id|call_id|id)":\s*"fc_1_0001"\s*,/g, "");
+
+ return res;
+ };
+
+ return tryMatrix({
+ convertSystemMessagesToUserMessagesFormat:
+ getConvertUnsupportedSystemMessagesToUserMessagesTryOptions(
+ this.convertUnsupportedSystemMessagesToUserMessages
+ ),
+ wipeFunctionCallIds: [true, "align", false]
+ }, ({convertSystemMessagesToUserMessagesFormat, wipeFunctionCallIds}) => {
+ return render(convertSystemMessagesToUserMessagesFormat, wipeFunctionCallIds);
+ });
+ };
+ const idsGenerator = new UniqueIdGenerator(
+ this.template + this.modelRoleName + this.userRoleName + this.systemRoleName +
+ (this.convertUnsupportedSystemMessagesToUserMessages?.format ?? "")
+ );
+
+ this._wrapFunctionParamsInsideMapKey = detectNeedToWrapFunctionArgumentsWithMap({idsGenerator, renderTemplate});
+ const extractedSettings = extractFunctionCallSettingsFromJinjaTemplate({
+ idsGenerator,
+ renderTemplate,
+ examineNonFirstFunctionCall: _functionCallExtractionExamineNonFirst
});
functionCallSettings = extractedSettings.settings;
@@ -551,8 +582,27 @@ export class JinjaTemplateChatWrapper extends ChatWrapper {
}),
tools: undefined
});
- const generateMessagesWithTools = (chatHistory: readonly ChatHistoryItem[]) => (
- fromChatHistoryToIntermediateOpenAiMessages({
+ const generateMessagesWithTools = (chatHistory: readonly ChatHistoryItem[]) => {
+ if (this._wrapFunctionParamsInsideMapKey != null)
+ chatHistory = chatHistory.map((item) => {
+ if (item.type !== "model")
+ return item;
+
+ return {
+ ...item,
+ response: item.response.map((response) => {
+ if (typeof response === "string" || response.type !== "functionCall")
+ return response;
+
+ return {
+ ...response,
+ params: {[this._wrapFunctionParamsInsideMapKey!]: response.params}
+ };
+ })
+ };
+ });
+
+ return fromChatHistoryToIntermediateOpenAiMessages({
chatHistory,
chatWrapperSettings: this.settings,
useRawValues: false,
@@ -565,8 +615,8 @@ export class JinjaTemplateChatWrapper extends ChatWrapper {
stringifyFunctionParams: this._stringifyFunctionParams,
stringifyFunctionResults: this._stringifyFunctionResult,
combineModelMessageAndToolCalls: this._combineJinjaModelMessageAndToolCalls
- })
- );
+ });
+ };
const lastItemIsModelMessage = transformedHistory.at(-1)?.type === "model";
const {messages: intermediateMessages, tools} = this._usingJinjaFunctionCallTemplate
diff --git a/src/chatWrappers/generic/utils/extractFunctionCallSettingsFromJinjaTemplate.ts b/src/chatWrappers/generic/utils/extractFunctionCallSettingsFromJinjaTemplate.ts
index 21e82ed4..b9b96607 100644
--- a/src/chatWrappers/generic/utils/extractFunctionCallSettingsFromJinjaTemplate.ts
+++ b/src/chatWrappers/generic/utils/extractFunctionCallSettingsFromJinjaTemplate.ts
@@ -4,16 +4,20 @@ import {LlamaText, SpecialToken, SpecialTokensText} from "../../../utils/LlamaTe
import {UniqueIdGenerator} from "./UniqueIdGenerator.js";
import {getFirstValidResult} from "./getFirstValidResult.js";
+export type ExtractFunctionCallSettingsRenderTemplate = (options: {
+ chatHistory: ChatHistoryItem[], functions: ChatModelFunctions, additionalParams: Record,
+ stringifyFunctionParams: boolean, stringifyFunctionResults: boolean, combineModelMessageAndToolCalls: boolean,
+ squashModelTextResponses?: boolean
+}) => string;
+
export function extractFunctionCallSettingsFromJinjaTemplate({
idsGenerator,
- renderTemplate
+ renderTemplate,
+ examineNonFirstFunctionCall = false
}: {
idsGenerator: UniqueIdGenerator,
- renderTemplate({}: {
- chatHistory: ChatHistoryItem[], functions: ChatModelFunctions, additionalParams: Record,
- stringifyFunctionParams: boolean, stringifyFunctionResults: boolean, combineModelMessageAndToolCalls: boolean,
- squashModelTextResponses?: boolean
- }): string
+ renderTemplate: ExtractFunctionCallSettingsRenderTemplate,
+ examineNonFirstFunctionCall?: boolean
}): {
settings: ChatWrapperSettings["functions"] | null,
stringifyParams: boolean,
@@ -77,6 +81,13 @@ export function extractFunctionCallSettingsFromJinjaTemplate({
type: "user",
text: userMessage1
}];
+ const dummyChatTurn: ChatHistoryItem[] = [{
+ type: "user",
+ text: "Hi"
+ }, {
+ type: "model",
+ response: ["Hey"]
+ }];
const chatHistory1Call: ChatHistoryItem[] = [...baseChatHistory, {
type: "model",
response: [
@@ -93,7 +104,7 @@ export function extractFunctionCallSettingsFromJinjaTemplate({
},
modelMessage2
]
- }];
+ }, ...(examineNonFirstFunctionCall ? dummyChatTurn : [])];
const chatHistoryOnlyCall: ChatHistoryItem[] = [...baseChatHistory, {
type: "model",
response: [
@@ -109,7 +120,7 @@ export function extractFunctionCallSettingsFromJinjaTemplate({
},
modelMessage2
]
- }];
+ }, ...(examineNonFirstFunctionCall ? dummyChatTurn : [])];
const chatHistory2Calls: ChatHistoryItem[] = [...baseChatHistory, {
type: "model",
response: [
@@ -133,7 +144,7 @@ export function extractFunctionCallSettingsFromJinjaTemplate({
},
modelMessage2
]
- }];
+ }, ...(examineNonFirstFunctionCall ? dummyChatTurn : [])];
const chatHistory2CallsNewChunk: ChatHistoryItem[] = [...baseChatHistory, {
type: "model",
response: [
@@ -157,7 +168,7 @@ export function extractFunctionCallSettingsFromJinjaTemplate({
},
modelMessage2
]
- }];
+ }, ...(examineNonFirstFunctionCall ? dummyChatTurn : [])];
const additionalParams = {
"bos_token": bosTokenId,
@@ -542,6 +553,121 @@ export function extractFunctionCallSettingsFromJinjaTemplate({
};
}
+export function detectNeedToWrapFunctionArgumentsWithMap({
+ idsGenerator,
+ renderTemplate
+}: {
+ idsGenerator: UniqueIdGenerator,
+ renderTemplate: ExtractFunctionCallSettingsRenderTemplate
+}): string | undefined {
+ const funcName = idsGenerator.generateId();
+ const paramsValue = idsGenerator.generateId(true);
+ const paramsMapKey = "params";
+
+ const functions: ChatModelFunctions = {
+ [funcName]: {
+ description: idsGenerator.generateId(),
+ params: {
+ type: "string"
+ }
+ }
+ } as ChatModelFunctions;
+ const functionsWithParamMap: ChatModelFunctions = {
+ [funcName]: {
+ description: idsGenerator.generateId(),
+ params: {
+ type: "object",
+ properties: {
+ [paramsMapKey]: {
+ type: "string"
+ }
+ }
+ }
+ }
+ } as ChatModelFunctions;
+ const testChatHistory: ChatHistoryItem[] = [{
+ type: "system",
+ text: idsGenerator.generateId()
+ }, {
+ type: "user",
+ text: idsGenerator.generateId()
+ }, {
+ type: "model",
+ response: [
+ idsGenerator.generateId(),
+ {
+ type: "functionCall",
+ name: funcName,
+
+ // convert to number since this will go through JSON.stringify,
+ // and we want to avoid escaping characters in the rendered output
+ params: paramsValue,
+ result: idsGenerator.generateId(),
+ startsNewChunk: true
+ },
+ idsGenerator.generateId()
+ ]
+ }];
+ const testChatHistoryWithParamsMap: ChatHistoryItem[] = [{
+ type: "system",
+ text: idsGenerator.generateId()
+ }, {
+ type: "user",
+ text: idsGenerator.generateId()
+ }, {
+ type: "model",
+ response: [
+ idsGenerator.generateId(),
+ {
+ type: "functionCall",
+ name: funcName,
+
+ // convert to number since this will go through JSON.stringify,
+ // and we want to avoid escaping characters in the rendered output
+ params: {[paramsMapKey]: paramsValue},
+ result: idsGenerator.generateId(),
+ startsNewChunk: true
+ },
+ idsGenerator.generateId()
+ ]
+ }];
+ const additionalParams = {
+ "bos_token": idsGenerator.generateId(),
+ "eos_token": idsGenerator.generateId(),
+ "eot_token": idsGenerator.generateId()
+ };
+
+ try {
+ const rendered = renderTemplate({
+ chatHistory: testChatHistory,
+ functions,
+ additionalParams,
+ stringifyFunctionParams: false,
+ stringifyFunctionResults: false,
+ combineModelMessageAndToolCalls: false,
+ squashModelTextResponses: true
+ });
+ if (rendered.includes(paramsValue))
+ return undefined;
+
+ const renderedWithParamsMap = renderTemplate({
+ chatHistory: testChatHistoryWithParamsMap,
+ functions: functionsWithParamMap,
+ additionalParams,
+ stringifyFunctionParams: false,
+ stringifyFunctionResults: false,
+ combineModelMessageAndToolCalls: false,
+ squashModelTextResponses: true
+ });
+ if (renderedWithParamsMap.includes(paramsValue))
+ return paramsMapKey;
+ } catch (err) {
+ // do nothing
+ }
+
+ return undefined;
+}
+
function getTextBetweenIds(
text: string, startId: string, endId: string, startIndex: number = 0
): {text: string | undefined, endIndex: number} {
diff --git a/src/chatWrappers/generic/utils/extractSegmentSettingsFromTokenizerAndChatTemplate.ts b/src/chatWrappers/generic/utils/extractSegmentSettingsFromTokenizerAndChatTemplate.ts
index 6d6cd2a9..f4c6a949 100644
--- a/src/chatWrappers/generic/utils/extractSegmentSettingsFromTokenizerAndChatTemplate.ts
+++ b/src/chatWrappers/generic/utils/extractSegmentSettingsFromTokenizerAndChatTemplate.ts
@@ -78,6 +78,7 @@ export function extractSegmentSettingsFromTokenizerAndChatTemplate(
thought: tryMatchPrefixSuffixPair([
["", ""], // DeepSeek, QwQ
["", ""], // EXAONE Deep
+ ["[THINK]", "[/THINK]"], // Mistral
["<|START_THINKING|>", "<|END_THINKING|>"], // Command R7B
["<|begin_of_thought|>", "<|end_of_thought|>"] // JoyAI
])
diff --git a/src/cli/commands/ChatCommand.ts b/src/cli/commands/ChatCommand.ts
index 2e720d63..96227f65 100644
--- a/src/cli/commands/ChatCommand.ts
+++ b/src/cli/commands/ChatCommand.ts
@@ -304,7 +304,7 @@ export const ChatCommand: CommandModule = {
alias: ["tb", "thinkingBudget", "thoughtsBudget"],
type: "number",
default: -1,
- defaultDescription: "Unlimited",
+ defaultDescription: "75% of the context size",
description: "Maximum number of tokens the model can use for thoughts. Set to `0` to disable reasoning"
})
.option("noHistory", {
diff --git a/src/cli/commands/inspect/commands/InspectGpuCommand.ts b/src/cli/commands/inspect/commands/InspectGpuCommand.ts
index 3fb594d8..1f9c08fe 100644
--- a/src/cli/commands/inspect/commands/InspectGpuCommand.ts
+++ b/src/cli/commands/inspect/commands/InspectGpuCommand.ts
@@ -16,6 +16,8 @@ import {isRunningUnderRosetta} from "../../../utils/isRunningUnderRosetta.js";
import {toBytes} from "../../../utils/toBytes.js";
import {getBinariesGithubRelease} from "../../../../bindings/utils/binariesGithubRelease.js";
import {getClonedLlamaCppRepoReleaseInfo} from "../../../../bindings/utils/cloneLlamaCppRepo.js";
+import {checkWhetherPrebuiltBinariesModuleIsInstalled} from "../../../../bindings/utils/compileLLamaCpp.js";
+import {getCurrentNpmrcConfig, getNpmrcRegistry} from "../../../utils/resolveNpmrcConfig.js";
type InspectGpuCommand = {
// no options for now
@@ -34,6 +36,7 @@ export const InspectGpuCommand: CommandModule = {
const gpusToLogVramUsageOf: BuildGpu[] = [];
const gpuToLlama = new Map();
let lastLlama: Llama | undefined;
+ let missingPrebuiltBinaryModules: boolean = false;
async function loadLlamaForGpu(gpu: BuildGpu) {
if (!gpuToLlama.has(gpu)) {
@@ -113,7 +116,11 @@ export const InspectGpuCommand: CommandModule = {
const llama = await loadLlamaForGpu("metal");
if (llama == null) {
- console.info(`${chalk.yellow("Metal:")} ${chalk.red("Metal is detected, but using it failed")}`);
+ if (!(await checkWhetherPrebuiltBinariesModuleIsInstalled("metal"))) {
+ console.info(`${chalk.yellow("Metal:")} ${chalk.red("The Metal prebuilt binaries module is missing")}`);
+ missingPrebuiltBinaryModules = true;
+ } else
+ console.info(`${chalk.yellow("Metal:")} ${chalk.red("Metal is detected, but using it failed")}`);
} else {
console.info(`${chalk.yellow("Metal:")} ${chalk.green("available")}`);
gpusToLogVramUsageOf.push("metal");
@@ -134,7 +141,11 @@ export const InspectGpuCommand: CommandModule = {
const llama = await loadLlamaForGpu(false);
if (llama == null) {
- console.info(`${chalk.yellow("CPU:")} ${chalk.red("Loading a binding with only CPU support failed")}`);
+ if (!(await checkWhetherPrebuiltBinariesModuleIsInstalled(false))) {
+ console.info(`${chalk.yellow("CPU:")} ${chalk.red("The CPU-only prebuilt binaries module is missing")}`);
+ missingPrebuiltBinaryModules = true;
+ } else
+ console.info(`${chalk.yellow("CPU:")} ${chalk.red("Loading a binding with only CPU support failed")}`);
}
}
@@ -148,7 +159,12 @@ export const InspectGpuCommand: CommandModule = {
const llama = await loadLlamaForGpu("cuda");
if (llama == null) {
- console.info(`${chalk.yellow("CUDA:")} ${chalk.red("CUDA is detected, but using it failed")}`);
+ if (!(await checkWhetherPrebuiltBinariesModuleIsInstalled("cuda"))) {
+ console.info(`${chalk.yellow("CUDA:")} ${chalk.red("The CUDA prebuilt binaries modules are missing")}`);
+ missingPrebuiltBinaryModules = true;
+ } else
+ console.info(`${chalk.yellow("CUDA:")} ${chalk.red("CUDA is detected, but using it failed")}`);
+
console.info(chalk.yellow("To resolve errors related to CUDA, see the CUDA guide: ") + documentationPageUrls.CUDA);
} else {
console.info(`${chalk.yellow("CUDA:")} ${chalk.green("available")}`);
@@ -163,7 +179,12 @@ export const InspectGpuCommand: CommandModule = {
const llama = await loadLlamaForGpu("vulkan");
if (llama == null) {
- console.info(`${chalk.yellow("Vulkan:")} ${chalk.red("Vulkan is detected, but using it failed")}`);
+ if (!(await checkWhetherPrebuiltBinariesModuleIsInstalled("vulkan"))) {
+ console.info(`${chalk.yellow("Vulkan:")} ${chalk.red("The Vulkan prebuilt binaries module is missing")}`);
+ missingPrebuiltBinaryModules = true;
+ } else
+ console.info(`${chalk.yellow("Vulkan:")} ${chalk.red("Vulkan is detected, but using it failed")}`);
+
console.info(chalk.yellow("To resolve errors related to Vulkan, see the Vulkan guide: ") + documentationPageUrls.Vulkan);
} else {
console.info(`${chalk.yellow("Vulkan:")} ${chalk.green("available")}`);
@@ -194,6 +215,39 @@ export const InspectGpuCommand: CommandModule = {
if (lastLlama != null) {
await logSwapUsage(lastLlama);
console.info(`${chalk.yellow("mmap:")} ${lastLlama.supportsMmap ? "supported" : "unsupported"}`);
+ } else {
+ if (!(await checkWhetherPrebuiltBinariesModuleIsInstalled(false))) {
+ console.info();
+ console.info(chalk.yellow("The CPU-only prebuilt binaries module is missing"));
+ missingPrebuiltBinaryModules = true;
+ }
+ }
+
+ if (missingPrebuiltBinaryModules) {
+ const npmrcConfig = await getCurrentNpmrcConfig();
+ const npmRegistry = getNpmrcRegistry(npmrcConfig);
+ if (!npmRegistry.isDefault) {
+ console.info();
+ console.info(chalk.yellow("npm registry: ") + npmRegistry.registryUrl);
+ console.info(
+ chalk.yellow(
+ "It seems that you have a custom npm registry configured. " +
+ "The prebuilt binary modules may be missing in that registry. " + (
+ "Consider switching to the default npm registry" +
+ (
+ lastLlama != null
+ ? ""
+ : " or building from source"
+ ) +
+ " if you're having issues."
+ )
+ )
+ );
+
+ // only show a link to the building from source guide when a URL for the CUDA or Vulkan guides was not already provided
+ if (lastLlama == null)
+ console.info(chalk.yellow("To build from source, see the Building From Source guide: ") + documentationPageUrls.BuildingFromSource);
+ }
}
}
};
diff --git a/src/cli/utils/resolveNpmrcConfig.ts b/src/cli/utils/resolveNpmrcConfig.ts
new file mode 100644
index 00000000..60c9cd5f
--- /dev/null
+++ b/src/cli/utils/resolveNpmrcConfig.ts
@@ -0,0 +1,174 @@
+import os from "node:os";
+import path from "node:path";
+import fs from "fs-extra";
+import {getPlatform} from "../../bindings/utils/getPlatform.js";
+
+const defaultNpmRegistry = "https://registry.npmjs.org/";
+
+export async function getCurrentNpmrcConfig() {
+ const layers = await getNpmConfigLayers(process.cwd());
+
+ const mergedConfig: Record = {
+ ...layers.builtin,
+ ...layers.global,
+ ...layers.user,
+ ...layers.project,
+ ...layers.env
+ };
+
+ return mergedConfig;
+}
+
+export function getNpmrcRegistry(npmrcConfig: Record) {
+ const registryUrl = npmrcConfig.registry ?? defaultNpmRegistry;
+ let cleanRegistryUrl: string = registryUrl;
+
+ try {
+ const url = new URL(registryUrl);
+ url.search = "";
+ url.hash = "";
+ cleanRegistryUrl = url.href;
+ } catch (err) {
+ // do nothing
+ }
+
+ if (!cleanRegistryUrl.endsWith("/"))
+ cleanRegistryUrl += "/";
+
+ return {
+ isDefault: cleanRegistryUrl === defaultNpmRegistry,
+ registryUrl,
+ cleanRegistryUrl: cleanRegistryUrl
+ };
+}
+
+async function findNearestProjectNpmrc(startDir: string): Promise {
+ let currentDirPath = path.resolve(startDir);
+
+ while (true) {
+ const npmrcPath = path.join(currentDirPath, ".npmrc");
+ if (await fs.pathExists(npmrcPath))
+ return npmrcPath;
+
+ const parentDirPath = path.dirname(currentDirPath);
+ if (parentDirPath === currentDirPath)
+ return undefined;
+
+ currentDirPath = parentDirPath;
+ }
+}
+
+function parseNpmrc(content: string, env: NodeJS.ProcessEnv = process.env): Record {
+ const result: Record = {};
+
+ for (const rawLine of content.split(/\r?\n/u)) {
+ const line = rawLine.trim();
+
+ if (line === "" || line.startsWith(";") || line.startsWith("#"))
+ continue;
+
+ const eqIndex = line.indexOf("=");
+ if (eqIndex <= 0)
+ continue;
+
+ const key = line.slice(0, eqIndex).trim();
+ const value = line.slice(eqIndex + 1)
+ .trim()
+ .replace(/\$\{([^}]+)\}/gu, (match: string, envVarName: string) => (env[envVarName] ?? ""));
+
+ result[key] = value;
+ }
+
+ return result;
+}
+
+async function readNpmrc(filePath: string | undefined): Promise> {
+ if (filePath == null || !(await fs.pathExists(filePath)))
+ return {};
+
+ return parseNpmrc(fs.readFileSync(filePath, "utf8"));
+}
+
+async function getDefaultGlobalConfigPath(npmPrefixConfig?: string): Promise {
+ const prefix = npmPrefixConfig ?? process.env.PREFIX;
+
+ if (prefix != null && prefix !== "")
+ return path.join(prefix, "etc", "npmrc");
+
+ const platform = getPlatform();
+ if (platform === "win") {
+ const appData = process.env.APPDATA;
+ if (appData != null && appData !== "")
+ return path.join(appData, "npm", "etc", "npmrc");
+ } else if (platform === "mac") {
+ const npmrcLocations = [
+ "/opt/homebrew/etc/npmrc",
+ "/usr/local/etc/npmrc"
+ ];
+
+ for (const candidate of npmrcLocations) {
+ if (await fs.pathExists(candidate))
+ return candidate;
+ }
+ } else if (platform === "linux")
+ return "/etc/npmrc";
+
+ return undefined;
+}
+
+async function getNpmConfigLayers(startDir: string): Promise {
+ const envConfig: Record = {};
+
+ for (const [key, value] of Object.entries(process.env)) {
+ if (value == null)
+ continue;
+
+ const lowerKey = key.toLowerCase();
+ if (lowerKey.startsWith("npm_config_")) {
+ const configKey = lowerKey.slice("npm_config_".length).replaceAll("_", "-");
+ envConfig[configKey] = value;
+ }
+ }
+
+ const globalConfigPath = envConfig["globalconfig"] ?? await getDefaultGlobalConfigPath(envConfig["prefix"]);
+ const userConfigPath = envConfig["userconfig"] ?? path.join(os.homedir(), ".npmrc");
+ const projectConfigPath = await findNearestProjectNpmrc(startDir);
+
+ const [
+ globalConfig,
+ userConfig,
+ projectConfig
+ ] = await Promise.all([
+ await readNpmrc(globalConfigPath),
+ await readNpmrc(userConfigPath),
+ await readNpmrc(projectConfigPath)
+ ]);
+
+ return {
+ builtin: {
+ registry: defaultNpmRegistry
+ },
+ global: globalConfig,
+ user: userConfig,
+ project: projectConfig,
+ env: envConfig,
+ paths: {
+ project: projectConfigPath,
+ user: userConfigPath,
+ global: globalConfigPath
+ }
+ };
+}
+
+export type NpmConfigLayers = {
+ builtin: Record,
+ global: Record,
+ user: Record,
+ project: Record,
+ env: Record,
+ paths: {
+ project: string | undefined,
+ user: string | undefined,
+ global: string | undefined
+ }
+};
diff --git a/src/config.ts b/src/config.ts
index cdf416c3..631df45c 100644
--- a/src/config.ts
+++ b/src/config.ts
@@ -20,11 +20,13 @@ export const llamaPrebuiltBinsDirectory = path.join(__dirname, "..", "bins");
export const llamaLocalBuildBinsDirectory = path.join(llamaDirectory, "localBuilds");
export const llamaBinsGrammarsDirectory = path.join(__dirname, "..", "llama", "grammars");
export const projectTemplatesDirectory = path.join(__dirname, "..", "templates");
+export const localTempDirectory = path.join(__dirname, "..", ".temp");
export const packedProjectTemplatesDirectory = path.join(projectTemplatesDirectory, "packed");
export const llamaCppDirectory = path.join(llamaDirectory, "llama.cpp");
export const llamaCppGrammarsDirectory = path.join(llamaDirectory, "llama.cpp", "grammars");
export const tempDownloadDirectory = path.join(os.tmpdir(), "node-llama-cpp", nanoid());
export const cliHomedirDirectory = path.join(os.homedir(), ".node-llama-cpp");
+export const cliHomedirTempDirectory = path.join(os.homedir(), ".node-llama-cpp", ".temp");
export const chatCommandHistoryFilePath = path.join(cliHomedirDirectory, ".chat_repl_history");
export const cliModelsDirectory = path.join(cliHomedirDirectory, "models");
export const lastBuildInfoJsonPath = path.join(llamaDirectory, "lastBuild.json");
@@ -100,6 +102,7 @@ const documentationCliUrl = documentationUrl + "/cli";
export const documentationPageUrls = {
CUDA: documentationUrl + "/guide/CUDA",
Vulkan: documentationUrl + "/guide/Vulkan",
+ BuildingFromSource: documentationUrl + "/guide/building-from-source",
CLI: {
index: documentationCliUrl,
Pull: documentationCliUrl + "/pull",
diff --git a/src/evaluator/LlamaChat/LlamaChat.ts b/src/evaluator/LlamaChat/LlamaChat.ts
index 059ed296..4ecf3399 100644
--- a/src/evaluator/LlamaChat/LlamaChat.ts
+++ b/src/evaluator/LlamaChat/LlamaChat.ts
@@ -1,6 +1,6 @@
import {DisposeAggregator, DisposedError, EventRelay, withLock} from "lifecycle-utils";
import {ChatWrapper} from "../../ChatWrapper.js";
-import {LlamaContextSequence} from "../LlamaContext/LlamaContext.js";
+import {internalCheckpoints, LlamaContextSequence} from "../LlamaContext/LlamaContext.js";
import {
ChatHistoryItem, ChatModelFunctions, ChatModelResponse, ChatModelSegmentType, ChatUserMessage, isChatModelResponseFunctionCall,
isChatModelResponseSegment, LLamaContextualRepeatPenalty, Token, Tokenizer, allSegmentTypes, ChatWrapperGeneratedContextState,
@@ -26,6 +26,7 @@ import {LlamaModel} from "../LlamaModel/LlamaModel.js";
import {getChatWrapperSegmentDefinition} from "../../utils/getChatWrapperSegmentDefinition.js";
import {jsonDumps} from "../../chatWrappers/utils/jsonDumps.js";
import {defaultMaxPreloadTokens} from "../LlamaChatSession/utils/LlamaChatSessionPromptCompletionEngine.js";
+import {LlamaLogLevel} from "../../bindings/types.js";
import {
eraseFirstResponseAndKeepFirstSystemChatContextShiftStrategy
} from "./utils/contextShiftStrategies/eraseFirstResponseAndKeepFirstSystemChatContextShiftStrategy.js";
@@ -356,14 +357,20 @@ export type LLamaChatGenerateResponseOptions = {
const defaultRepeatPenaltyLastTokens = 64;
const defaultTrimWhitespaceSuffix = false;
const defaultEvaluationPriority: EvaluationPriority = 5;
+const defaultSegmentBudgetSize = (contextSize: number) => (
+ contextSize < 8192
+ ? contextSize * 0.5
+ : contextSize * 0.75
+);
export class LlamaChat {
@@ -673,7 +685,10 @@ export class LlamaChat {
throw new Error("Using both grammar and functions is not supported yet");
return await withLock([this._chatLock, "evaluate"], signal, async (): Promise> => {
+ let hadError = false;
try {
+ let tookInitialCheckpoint = false;
+
generateResponseState.ensureLastHistoryItemIsModel();
generateResponseState.ensureReopenedThoughtSegmentAfterFunctionCallsIfNeeded();
@@ -732,6 +747,11 @@ export class LlamaChat {
await generateResponseState.createNewEvaluationIterator();
while (await generateResponseState.iterateEvaluation()) {
+ if (!tookInitialCheckpoint && this.sequence.needsCheckpoints) {
+ await this.sequence.takeCheckpoint();
+ tookInitialCheckpoint = true;
+ }
+
if (!generateResponseState.holdPartialTokensForNextEvaluation()) {
generateResponseState.waitOnPartialCharactersOrWhiteSpaceTokens();
@@ -746,7 +766,11 @@ export class LlamaChat {
return functionsCallsRes;
}
- generateResponseState.recordStopGenerationEvaluation();
+ {
+ const resPromise = generateResponseState.recordStopGenerationEvaluation();
+ if (resPromise instanceof Promise)
+ await resPromise;
+ }
generateResponseState.popStreamRegulatorFreeTokens();
generateResponseState.removeFoundStartIgnoreTextsFromPendingTokens();
@@ -790,8 +814,14 @@ export class LlamaChat {
}
throw new Error("The context size is too small to generate a response");
+ } catch (err) {
+ hadError = true;
+ throw err;
} finally {
await generateResponseState.dispose();
+
+ if (!hadError && this.sequence.needsCheckpoints)
+ void this.sequence.takeCheckpoint();
}
});
}
@@ -891,6 +921,7 @@ export class LlamaChat {
return await withLock([this._chatLock, "evaluate"], signal, async (): Promise => {
try {
+ let tookInitialCheckpoint = false;
generateResponseState.ensureLastHistoryItemIsUser();
while (true) {
@@ -957,11 +988,21 @@ export class LlamaChat {
}
await generateResponseState.createNewEvaluationIterator();
+
while (await generateResponseState.iterateEvaluation()) {
+ if (!tookInitialCheckpoint && this.sequence.needsCheckpoints) {
+ await this.sequence.takeCheckpoint();
+ tookInitialCheckpoint = true;
+ }
+
if (!generateResponseState.holdPartialTokensForNextEvaluation()) {
generateResponseState.waitOnPartialCharactersOrWhiteSpaceTokens();
- generateResponseState.recordStopGenerationEvaluation();
+ {
+ const resPromise = generateResponseState.recordStopGenerationEvaluation();
+ if (resPromise instanceof Promise)
+ await resPromise;
+ }
generateResponseState.popStreamRegulatorFreeTokens();
@@ -1755,6 +1796,7 @@ class GenerateResponseState[number]
}> = new Map();
public noPrefixTrigger: ChatWrapperGeneratedContextState["noPrefixTrigger"] = undefined;
+ public responsePrefix: LlamaText | undefined = undefined;
public rerenderTriggers: LlamaText[] = [];
public rerenderTriggerDetector: StopGenerationDetector = new StopGenerationDetector();
public rerenderActions: Exclude["action"] = undefined;
@@ -2258,6 +2300,11 @@ class GenerateResponseState 0 &&
+ (trigger.triggers[0]?.values?.length ?? 0) > 0
+ )
+ this.responsePrefix = LlamaText([trigger.triggers[0] ?? "", trigger.inject ?? ""]);
+
const prefixDetector = new StopGenerationDetector();
StopGenerationDetector.resolveStopTriggers(trigger.triggers, this.llamaChat.model.tokenizer)
.forEach((stopTrigger) => prefixDetector.addStopTrigger(stopTrigger));
@@ -2291,6 +2338,8 @@ class GenerateResponseState= noPrefixTriggerSegmentBudget
)
this.noPrefixTrigger = undefined;
+ else if (noPrefixTrigger?.type === "response")
+ this.responsePrefix = noPrefixTrigger.inject;
this.rerenderTriggers = rerender?.triggers ?? [];
this.rerenderTriggerDetector.clearInProgressStops();
@@ -2391,6 +2440,13 @@ class GenerateResponseState sectionSuffixDetector.addStopTrigger(stopTrigger));
+ let tookInitialCheckpoint = false;
for await (const tokens of this.evaluateWithContextShift(loadContextWindow)) {
+ if (!tookInitialCheckpoint && this.llamaChat.sequence.needsCheckpoints) {
+ await this.llamaChat.sequence._takeNamedCheckpoint(
+ internalCheckpoints.chatSequenceStart.name,
+ internalCheckpoints.chatSequenceStart.maxCheckpoints
+ );
+ tookInitialCheckpoint = true;
+ }
+
pushAll(this.currentFunctionCallCurrentPartTokens, tokens);
sectionSuffixDetector.recordGeneration({
@@ -3081,6 +3195,25 @@ class GenerateResponseState | void {
+ const hadInProgressStopTrigger = this.stopGenerationDetector.hasInProgressStops;
this.rerenderTriggerDetector.recordGeneration({
text: this.currentText,
tokens: this.currentTokens,
@@ -3247,6 +3381,14 @@ class GenerateResponseState (
- (budget == null || budget === Infinity)
- ? null
- : budget
+ budget == null
+ ? Math.ceil(defaultSegmentBudgetSize(this.llamaChat.sequence.contextSize))
+ : budget === Infinity
+ ? null
+ : budget
);
if (this.budgets == null)
diff --git a/src/evaluator/LlamaChat/utils/contextShiftStrategies/eraseFirstResponseAndKeepFirstSystemChatContextShiftStrategy.ts b/src/evaluator/LlamaChat/utils/contextShiftStrategies/eraseFirstResponseAndKeepFirstSystemChatContextShiftStrategy.ts
index de993c06..ef246ddd 100644
--- a/src/evaluator/LlamaChat/utils/contextShiftStrategies/eraseFirstResponseAndKeepFirstSystemChatContextShiftStrategy.ts
+++ b/src/evaluator/LlamaChat/utils/contextShiftStrategies/eraseFirstResponseAndKeepFirstSystemChatContextShiftStrategy.ts
@@ -6,6 +6,9 @@ import {truncateLlamaTextAndRoundToWords, truncateTextAndRoundToWords} from "../
import {ChatWrapper} from "../../../../ChatWrapper.js";
import {LlamaText} from "../../../../utils/LlamaText.js";
+const minKeepCurrentModelResponseSegmentChars = 256;
+
+
export async function eraseFirstResponseAndKeepFirstSystemChatContextShiftStrategy({
chatHistory,
maxTokensCount,
@@ -249,8 +252,16 @@ export async function eraseFirstResponseAndKeepFirstSystemChatContextShiftStrate
charactersLeftToRemove -= functionCallAndResultTokenUsage * estimatedCharactersPerToken;
} else if (isChatModelResponseSegment(item)) {
if (item.text !== "") {
- const newText = truncateTextAndRoundToWords(item.text, charactersLeftToRemove, undefined, true);
- if (newText === "" && item.ended) {
+ const keepChars = isLastHistoryItem
+ ? Math.max(minKeepCurrentModelResponseSegmentChars, Math.ceil(item.text.length / 2))
+ : 0;
+ const removeChars = Math.max(
+ 0,
+ Math.min(item.text.length - keepChars, charactersLeftToRemove)
+ );
+ const newText = truncateTextAndRoundToWords(item.text, removeChars, undefined, true);
+
+ if (newText === "" && item.ended && !(isLastHistoryItem && t >= historyItem.response.length - 1 - 2)) {
const emptySegmentTokenUsage = chatWrapper.generateModelResponseText([{...item, text: ""}], true)
.tokenize(tokenizer, "trimLeadingSpace").length;
@@ -260,6 +271,7 @@ export async function eraseFirstResponseAndKeepFirstSystemChatContextShiftStrate
} else {
charactersLeftToRemove -= item.text.length - newText.length;
item.text = newText;
+ delete item.raw;
}
}
} else
diff --git a/src/evaluator/LlamaChatSession/LlamaChatSession.ts b/src/evaluator/LlamaChatSession/LlamaChatSession.ts
index c831d379..6001d6b1 100644
--- a/src/evaluator/LlamaChatSession/LlamaChatSession.ts
+++ b/src/evaluator/LlamaChatSession/LlamaChatSession.ts
@@ -263,14 +263,20 @@ export type LLamaChatPromptOptions;
const defaultEvaluationPriority: EvaluationPriority = 5;
const defaultDryRepeatPenalitySequenceBreakers = ["\n", ":", '"', "*"];
+const defaultCheckpointOptions: Required = {
+ max: 32,
+ interval: 8192,
+ maxMemory: null
+};
+
+export const internalCheckpoints = {
+ speculative: {
+ name: "speculative",
+ maxCheckpoints: 2
+ },
+ chatSequenceStart: {
+ name: "sequenceStart",
+ maxCheckpoints: 1
+ },
+ chatGrammarEnd: {
+ name: "grammarEnd",
+ maxCheckpoints: 1
+ }
+};
const decodeSyncWorkaround = {
vulkanLock: {}
@@ -55,7 +77,7 @@ export class LlamaContext {
/** @internal */ private readonly _totalSequences: number;
/** @internal */ private readonly _unusedSequenceIds: number[] = [];
/** @internal */ private readonly _batchingOptions: Required;
- /** @internal */ private readonly _swaFullCache: boolean = false;
+ /** @internal */ public readonly _swaFullCache: boolean = false;
/** @internal */ private readonly _queuedDecodeSequenceIds = new Set();
/** @internal */ private readonly _queuedDecodes: InternalQueuedDecode[] = [];
/** @internal */ private readonly _disposeAggregator = new AsyncDisposeAggregator();
@@ -266,6 +288,50 @@ export class LlamaContext {
*/
tokenPredictor?: TokenPredictor,
+ /**
+ * The maximum number of checkpoint to keep for the sequence when needed.
+ *
+ * When reusing a prefix evaluation state is not possible for the context sequence
+ * (like in contexts from recurrent and hybrid models,
+ * or with models that use SWA (Sliding Window Attention) when the `swaFullCache` option is not enabled on the context),
+ * storing checkpoints allows reusing the context state at certain points in the sequence
+ * to speed up the evaluation when erasing parts of the context state that come after those points.
+ * Those checkpoints will automatically be used when trying to erase parts of the context state that
+ * come after a checkpointed state, and be freed from memory when no longer relevant.
+ *
+ * Those checkpoints are relatively lightweight compared to saving the entire state,
+ * but taking too many checkpoints can increase memory usage.
+ * Checkpoints are stored in the RAM (not VRAM).
+ *
+ * See {@link LlamaContextSequence.takeCheckpoint} for more details on how checkpoints are taken and used.
+ */
+ checkpoints?: {
+ /**
+ * The maximum number of checkpoints to keep for the sequence when needed.
+ *
+ * Defaults to `32`.
+ */
+ max?: number,
+
+ /**
+ * Take a checkpoint every `interval` tokens when the sequence needs taking checkpoints.
+ *
+ * Defaults to `8192`.
+ */
+ interval?: number | false,
+
+ /**
+ * The maximum memory in bytes to use for checkpoints for the sequence when needed.
+ *
+ * When taking a checkpoint causes the checkpoints pool memory to exceed this value,
+ * older checkpoints will be pruned until the total checkpoints memory usage is under this limit,
+ * while ensuring that at least one checkpoint is kept.
+ *
+ * Defaults to `null` (no memory limit).
+ */
+ maxMemory?: number | null
+ },
+
/** @internal */
_tokenMeter?: TokenMeter
} = {}): LlamaContextSequence {
@@ -275,6 +341,7 @@ export class LlamaContext {
strategy: contextShiftStrategy = "eraseBeginning"
} = {},
tokenPredictor,
+ checkpoints,
_tokenMeter
} = options;
@@ -293,7 +360,8 @@ export class LlamaContext {
size: contextShiftSize,
strategy: contextShiftStrategy
},
- tokenPredictor
+ tokenPredictor,
+ checkpoints
});
}
@@ -406,6 +474,7 @@ export class LlamaContext {
batchLogitIndexes: Uint32Array,
batchLogitTokenIndexes: number[],
firstTokenIndex: number,
+ sequenceStateLength: number,
returnResults?: true
}> = [];
const queuedDecodesToDelete = new Set();
@@ -445,15 +514,17 @@ export class LlamaContext {
batchLogitIndexes,
batchLogitTokenIndexes: tokenIndexesWithLogitsToProcess,
firstTokenIndex: queuedDecode.firstTokenSequenceIndex,
+ sequenceStateLength: queuedDecode.firstTokenSequenceIndex + processAmount + 1,
returnResults: true
});
} else {
- if (batchLogitIndexes.length > 0)
+ if (batchLogitIndexes.length > 0 || queuedDecode.afterBatchAction != null)
afterDecodeActions.push({
queuedDecode,
batchLogitIndexes,
batchLogitTokenIndexes: tokenIndexesWithLogitsToProcess,
- firstTokenIndex: queuedDecode.firstTokenSequenceIndex
+ firstTokenIndex: queuedDecode.firstTokenSequenceIndex,
+ sequenceStateLength: queuedDecode.firstTokenSequenceIndex + processAmount + 1
});
queuedDecode.tokens = queuedDecode.tokens.slice(processAmount);
@@ -553,6 +624,12 @@ export class LlamaContext {
});
await Promise.all(afterDecodeActionResults);
+
+ for (const action of afterDecodeActions) {
+ const resPromise = action.queuedDecode.afterBatchAction?.(action.sequenceStateLength);
+ if (resPromise instanceof Promise)
+ await resPromise;
+ }
};
const prioritizationStrategy = resolvePrioritizationStrategy();
@@ -617,10 +694,11 @@ export class LlamaContext {
/** @internal */
public async _decodeTokens({
- sequenceId, firstTokenSequenceIndex, tokens, logits, evaluationPriority = defaultEvaluationPriority, tokenMeter
+ sequenceId, firstTokenSequenceIndex, tokens, logits, evaluationPriority = defaultEvaluationPriority, tokenMeter, afterBatchAction
}: {
sequenceId: number, firstTokenSequenceIndex: number, tokens: Token[], logits: (true | undefined)[],
- evaluationPriority?: EvaluationPriority, tokenMeter: TokenMeter
+ evaluationPriority?: EvaluationPriority, tokenMeter: TokenMeter,
+ afterBatchAction?: ((sequenceStateLength: number) => Promise | void)
}, logitDataMapper: ((batchLogitIndex: BatchLogitIndex, tokenIndex: number) => T | Promise)): Promise<[index: number, value: T][]> {
return await new Promise((accept, reject) => {
this._queuedDecodes.push({
@@ -631,7 +709,8 @@ export class LlamaContext {
evaluationPriority,
tokenMeter,
response: [accept, reject],
- logitDataMapper
+ logitDataMapper,
+ afterBatchAction
});
this._queuedDecodeSequenceIds.add(sequenceId);
@@ -937,6 +1016,8 @@ export class LlamaContextSequence {
/** @internal */ private readonly _context: LlamaContext;
/** @internal */ private readonly _contextShift: Required;
/** @internal */ private readonly _tokenPredictor?: TokenPredictor;
+ /** @internal */ private readonly _checkpoints = new LlamaContextSequenceCheckpoints();
+ /** @internal */ private readonly _checkpointOptions: Required;
/** @internal */ private readonly _tokenMeter: TokenMeter;
/** @internal */ private readonly _disposeAggregator = new DisposeAggregator();
/** @internal */ private readonly _lock = {};
@@ -957,19 +1038,25 @@ export class LlamaContextSequence {
public readonly onDispose = new EventRelay();
private constructor({
- sequenceId, context, tokenMeter, contextShift, tokenPredictor
+ sequenceId, context, tokenMeter, contextShift, tokenPredictor, checkpoints
}: {
sequenceId: number,
context: LlamaContext,
tokenMeter?: TokenMeter,
contextShift: Required,
- tokenPredictor?: TokenPredictor
+ tokenPredictor?: TokenPredictor,
+ checkpoints?: SequenceCheckpointOptions
}) {
this._sequenceId = sequenceId;
this._context = context;
this._tokenMeter = tokenMeter ?? new TokenMeter();
this._contextShift = contextShift;
this._tokenPredictor = tokenPredictor;
+ this._checkpointOptions = {
+ max: checkpoints?.max ?? defaultCheckpointOptions.max,
+ interval: checkpoints?.interval ?? defaultCheckpointOptions.interval,
+ maxMemory: checkpoints?.maxMemory ?? defaultCheckpointOptions.maxMemory
+ };
this._gcRegistry = new FinalizationRegistry(this._context._reclaimUnusedSequenceId);
this._gcRegistry.register(this, sequenceId);
@@ -983,11 +1070,14 @@ export class LlamaContextSequence {
)
);
this._disposeAggregator.add(() => {
+ this._checkpoints.clearAllCheckpoints();
this._context._reclaimUnusedSequenceId(this._sequenceId);
});
if (this._tokenPredictor != null)
this._disposeAggregator.add(this._tokenPredictor);
+
+ this._takeIntervalCheckpointIfNeededAfterBatch = this._takeIntervalCheckpointIfNeededAfterBatch.bind(this);
}
public dispose() {
@@ -1214,7 +1304,7 @@ export class LlamaContextSequence {
) {
this._ensureNotDisposed();
- let awaitPromise: Promise | undefined;
+ let awaitEvaluationPromise: Promise | undefined;
await withLock([this._context, "context"], async () => {
this._ensureNotDisposed();
@@ -1312,19 +1402,47 @@ export class LlamaContextSequence {
if (canResetTokenPredictor && removedTokens > 0)
await this._abortTokenPredictor(true);
+ this._checkpoints.pruneFromEndToIndex(this._contextTokens.length - 1);
+
if (deletionSuccessful)
return;
+ let restoreCheckpointIndex = this._contextTokens.length - 1;
+ const existingCheckpoint = this._checkpoints.getLastCheckpoint(restoreCheckpointIndex, this.contextSize);
+ if (existingCheckpoint != null &&
+ restoreCheckpointIndex >= existingCheckpoint.minPos &&
+ existingCheckpoint.maxPos <= this.contextSize
+ ) {
+ restoreCheckpointIndex = Math.min(restoreCheckpointIndex, existingCheckpoint.maxPos);
+ const restoredSuccessfully = await this._context._ctx.restoreCheckpoint(existingCheckpoint, restoreCheckpointIndex);
+ if (restoredSuccessfully) {
+ const tokensToEvaluate = this._contextTokens.slice(restoreCheckpointIndex + 1);
+ this._contextTokens = this._contextTokens.slice(0, restoreCheckpointIndex + 1);
+ this._nextTokenIndex = restoreCheckpointIndex + 1;
+
+ // wait for the evaluation outside the "context" lock to avoid deadlocks
+ if (tokensToEvaluate.length > 0)
+ awaitEvaluationPromise = this.evaluateWithoutGeneratingNewTokens(tokensToEvaluate, {_skipLock: skipLock});
+ return;
+ }
+ }
+
const newSequenceTokens = this._contextTokens.slice();
this._nextTokenIndex = 0;
this._context._ctx.disposeSequence(this._sequenceId);
+ this._contextTokens = [];
// wait for the evaluation outside the "context" lock to avoid deadlocks
- awaitPromise = this.evaluateWithoutGeneratingNewTokens(newSequenceTokens, {_skipLock: skipLock});
+ if (newSequenceTokens.length > 0)
+ awaitEvaluationPromise = this.evaluateWithoutGeneratingNewTokens(newSequenceTokens, {_skipLock: skipLock});
});
- if (awaitPromise != null)
- await awaitPromise;
+ if (awaitEvaluationPromise != null) {
+ await awaitEvaluationPromise;
+
+ if (this.needsCheckpoints && this._checkpoints.lastCheckpointIndex !== this._nextTokenIndex - 1)
+ await this.takeCheckpoint();
+ }
}
/**
@@ -1628,7 +1746,8 @@ export class LlamaContextSequence {
return output;
});
- }
+ },
+ this._takeIntervalCheckpointIfNeededAfterBatch
);
} finally {
evaluatorLock.dispose();
@@ -1653,6 +1772,7 @@ export class LlamaContextSequence {
try {
this._ensureNotDisposed();
+ // TODO: save checkpoints to disk
const fileSize = await this._context._ctx.saveSequenceStateToFile(
resolvedPath,
this._sequenceId,
@@ -1722,6 +1842,118 @@ export class LlamaContextSequence {
}
}
+ /**
+ * When reusing a prefix evaluation state is not possible for the current context sequence
+ * (like in contexts from recurrent and hybrid models,
+ * or with models that use SWA (Sliding Window Attention) when the `swaFullCache` option is not enabled on the context),
+ * you can use this method to checkpoint the current context sequence state.
+ * Those checkpoints will automatically be used when trying to erase parts of the context state that come after a checkpointed state,
+ * and be freed from memory when no longer relevant.
+ *
+ * Those checkpoints are relatively lightweight compared to saving the entire state,
+ * but taking too many checkpoints can increase memory usage.
+ * Checkpoints are stored in the RAM (not VRAM).
+ *
+ * Calling this method on a context sequence from a model that natively supports prefix evaluation state reuse will have no effect.
+ *
+ * > **Note:** to check whether the current context sequence needs taking checkpoints,
+ * > you can use the {@link needsCheckpoints `.needsCheckpoints`} property.
+ */
+ public async takeCheckpoint() {
+ if (!this.needsCheckpoints)
+ return;
+
+ return await withLock([this._context, "context"], () => {
+ return this._takeCheckpoint(undefined, this._checkpointOptions.max);
+ });
+ }
+
+ /** @internal */
+ public async _takeNamedCheckpoint(name: string, maxNamedCheckpoints: number) {
+ if (!this.needsCheckpoints)
+ return;
+
+ return await withLock([this._context, "context"], () => {
+ return this._takeCheckpoint(name, maxNamedCheckpoints);
+ });
+ }
+
+ /**
+ * Whether the current context sequence needs taking checkpoints of the context state to be able to reuse
+ * it as a prefix evaluation state in the future.
+ *
+ * See {@link takeCheckpoint `.takeCheckpoint()`} for more details.
+ */
+ public get needsCheckpoints() {
+ if (this.model.fileInsights.isHybrid || this.model.fileInsights.isRecurrent)
+ return true;
+ else if (this.model.fileInsights.swaSize != null && !this._context._swaFullCache)
+ return true;
+
+ return false;
+ }
+
+ /**
+ * The index of the last taken checkpoint that's available for prefix reuse
+ */
+ public get lastCheckpointIndex() {
+ return Math.max(0, Math.min(this._checkpoints.lastCheckpointIndex, this.nextTokenIndex - 1));
+ }
+
+ /**
+ * The total memory usage in bytes of all the checkpoints currently held for this context sequence
+ */
+ public get checkpointsMemoryUsage() {
+ return this._checkpoints.memoryUsage;
+ }
+
+ /** @internal */
+ private async _takeCheckpoint(name: string | undefined, maxNamedCheckpoints: number) {
+ if (!this.needsCheckpoints || this._nextTokenIndex === 0 || this._checkpoints.hasCheckpoint(name, this._nextTokenIndex - 1))
+ return;
+
+ if (this._checkpointOptions.maxMemory != null)
+ this._checkpoints.prepareMemoryForIncomingCheckpoint(this._checkpointOptions.maxMemory);
+
+ const checkpoint = new this.model._llama._bindings.AddonContextSequenceCheckpoint();
+ await checkpoint.init(this._context._ctx, this._sequenceId);
+ if (this._nextTokenIndex - 1 !== checkpoint.maxPos)
+ this.model._llama._log(
+ LlamaLogLevel.warn,
+ `Checkpoint max position mismatch: expected ${this._nextTokenIndex - 1}, got ${checkpoint.maxPos}`
+ );
+
+ this._checkpoints.storeCheckpoint({
+ name,
+ maxNamedCheckpoints,
+ checkpoint,
+ currentMaxPos: checkpoint.maxPos
+ });
+
+ if (this._checkpointOptions.maxMemory != null)
+ this._checkpoints.pruneToKeepUnderMemoryUsage(this._checkpointOptions.maxMemory);
+ }
+
+ /** @internal */
+ private _takeIntervalCheckpointIfNeeded(currentIndex: number = this._nextTokenIndex - 1): Promise | void {
+ if (!this.needsCheckpoints)
+ return;
+
+ const lastCheckpointIndex = this._checkpoints.getLastNamedCheckpointIndex(undefined);
+ if (this._checkpointOptions.interval === false || currentIndex - lastCheckpointIndex < this._checkpointOptions.interval)
+ return;
+
+ return this._takeCheckpoint(undefined, this._checkpointOptions.max);
+ }
+
+ /** @internal */
+ private _takeIntervalCheckpointIfNeededAfterBatch(sequenceStateLength: number): Promise | void {
+ if (sequenceStateLength === 0)
+ return;
+
+ return this._takeIntervalCheckpointIfNeeded(sequenceStateLength - 1);
+ }
+
/** @internal */
private async *_evaluate(tokens: Token[], metadata: Metadata, {
temperature,
@@ -1818,7 +2050,8 @@ export class LlamaContextSequence {
else
return this._context._ctx.sampleToken(batchLogitIndex, sampler._sampler);
});
- }
+ },
+ this._takeIntervalCheckpointIfNeededAfterBatch
);
const lastDecodeResult = decodeResult[evalTokens.length - 1];
@@ -1952,6 +2185,22 @@ export class LlamaContextSequence {
{canResetTokenPredictor: true, canRemovePredictionTokens: true, skipLock: true}
);
this._loadedTokenPredictions.length = 0;
+
+ if (this.needsCheckpoints) {
+ await this._takeCheckpoint(
+ internalCheckpoints.speculative.name,
+ internalCheckpoints.speculative.maxCheckpoints
+ );
+
+ await this._takeIntervalCheckpointIfNeeded();
+ }
+ } else if (this._tokenPredictorOwner === tokenPredictorOwner && this.needsCheckpoints) {
+ await this._takeCheckpoint(
+ internalCheckpoints.speculative.name,
+ internalCheckpoints.speculative.maxCheckpoints
+ );
+
+ await this._takeIntervalCheckpointIfNeeded();
}
if (this._resetTokenPredictor) {
@@ -2240,7 +2489,8 @@ export class LlamaContextSequence {
evaluationPriority: EvaluationPriority,
tokenMeter: TokenMeter,
contextShiftOptions: Required,
- logitDataMapper: ((batchLogitIndex: BatchLogitIndex, tokenIndex: number) => T | Promise)
+ logitDataMapper: ((batchLogitIndex: BatchLogitIndex, tokenIndex: number) => T | Promise),
+ afterBatchAction?: ((sequenceStateLength: number) => Promise | void)
): Promise> {
this._ensureNotDisposed();
@@ -2275,7 +2525,8 @@ export class LlamaContextSequence {
firstTokenSequenceIndex: this._nextTokenIndex,
logits: tokensLogits,
evaluationPriority,
- tokenMeter
+ tokenMeter,
+ afterBatchAction
}, normalizedLogitDataMapper);
for (const [index, value] of generatedLogits)
@@ -2343,13 +2594,15 @@ export class LlamaContextSequence {
size: contextShiftSize = Math.min(100, Math.ceil(context.contextSize / 2)),
strategy: contextShiftStrategy = "eraseBeginning"
} = {},
- tokenPredictor
+ tokenPredictor,
+ checkpoints
}: {
sequenceId: number,
context: LlamaContext,
tokenMeter?: TokenMeter,
contextShift?: ContextShiftOptions,
- tokenPredictor?: TokenPredictor
+ tokenPredictor?: TokenPredictor,
+ checkpoints?: SequenceCheckpointOptions
}): LlamaContextSequence {
return new LlamaContextSequence({
sequenceId,
@@ -2359,7 +2612,8 @@ export class LlamaContextSequence {
size: contextShiftSize,
strategy: contextShiftStrategy
},
- tokenPredictor
+ tokenPredictor,
+ checkpoints
});
}
}
@@ -2372,7 +2626,8 @@ type InternalQueuedDecode = {
evaluationPriority: EvaluationPriority,
tokenMeter: TokenMeter,
response: [accept: (res: any) => void, reject: (reason: unknown) => void],
- logitDataMapper: ((batchLogitIndex: BatchLogitIndex, tokenIndex: number) => any | Promise)
+ logitDataMapper: ((batchLogitIndex: BatchLogitIndex, tokenIndex: number) => any | Promise),
+ afterBatchAction?: ((sequenceStateLength: number) => Promise | void)
};
type CurrentBatchItem = {
@@ -2380,6 +2635,12 @@ type CurrentBatchItem = {
processAmount: number
};
+type SequenceCheckpointOptions = {
+ max?: number,
+ interval?: number | false,
+ maxMemory?: number | null
+};
+
function getTokenBiasesForAddon(tokenBias: undefined | TokenBias | (() => TokenBias), currentModel: LlamaModel) {
if (tokenBias == null)
return {
diff --git a/src/evaluator/LlamaContext/LlamaContextSequenceCheckpoints.ts b/src/evaluator/LlamaContext/LlamaContextSequenceCheckpoints.ts
new file mode 100644
index 00000000..e3894b44
--- /dev/null
+++ b/src/evaluator/LlamaContext/LlamaContextSequenceCheckpoints.ts
@@ -0,0 +1,171 @@
+import {AddonContextSequenceCheckpoint} from "../../bindings/AddonTypes.js";
+
+export class LlamaContextSequenceCheckpoints {
+ private _checkpoints: Array<[name: string | undefined, checkpoint: AddonContextSequenceCheckpoint]> = [];
+ private _namedCheckpoints = new Map();
+ private _memoryUsage = 0;
+
+ public storeCheckpoint({
+ name,
+ maxNamedCheckpoints,
+ checkpoint,
+ currentMaxPos
+ }: {
+ name: string | undefined,
+ maxNamedCheckpoints: number,
+ checkpoint: AddonContextSequenceCheckpoint,
+ currentMaxPos: number
+ }) {
+ // TODO: if a named checkpoint is on the same index as the current checkpoint,
+ // reuse the same underlying checkpoint data instead of having it get duplicated
+ if (this.hasCheckpoint(name, currentMaxPos))
+ return;
+
+ const existingCheckpointsCount = this._getCheckpointsCount(name);
+ this._pruneOldCheckpoints(name, existingCheckpointsCount - maxNamedCheckpoints + 1);
+ this._checkpoints.push([name, checkpoint]);
+ this._resizeCheckpointsCount(name, 1);
+ this._memoryUsage += checkpoint.size;
+ }
+
+ public hasCheckpoint(name: string | undefined, maxPos: number) {
+ for (let i = this._checkpoints.length - 1; i >= 0; i--) {
+ const [checkpointName, checkpoint] = this._checkpoints[i]!;
+ if (checkpointName === name && checkpoint.maxPos === maxPos)
+ return true;
+
+ if (checkpoint.maxPos < maxPos)
+ break;
+ }
+
+ return false;
+ }
+
+ public getLastCheckpoint(restoreIndex: number, contextSize: number) {
+ if (restoreIndex <= 0)
+ return null;
+
+ for (let i = this._checkpoints.length - 1; i >= 0; i--) {
+ const [, checkpoint] = this._checkpoints[i]!;
+ if (restoreIndex >= checkpoint.minPos && checkpoint.maxPos <= contextSize)
+ return checkpoint;
+ else if (restoreIndex < checkpoint.minPos)
+ return null;
+ }
+
+ return null;
+ }
+
+ public clearAllCheckpoints() {
+ for (const [, checkpoint] of this._checkpoints)
+ checkpoint.dispose();
+
+ this._checkpoints.length = 0;
+ this._namedCheckpoints.clear();
+ this._memoryUsage = 0;
+ }
+
+ public get lastCheckpointIndex(): number {
+ const [, checkpoint] = this._checkpoints[this._checkpoints.length - 1] ?? [];
+ if (checkpoint == null)
+ return -1;
+
+ return checkpoint.maxPos;
+ }
+
+ public getLastNamedCheckpointIndex(name: string | undefined): number {
+ if (this._getCheckpointsCount(name) === 0)
+ return -1;
+
+ for (let i = this._checkpoints.length - 1; i >= 0; i--) {
+ const [checkpointName, checkpoint] = this._checkpoints[i]!;
+ if (checkpointName === name)
+ return checkpoint.maxPos;
+ }
+
+ return -1;
+ }
+
+ public get memoryUsage() {
+ return this._memoryUsage;
+ }
+
+ public prepareMemoryForIncomingCheckpoint(maxMemoryUsage: number) {
+ const [, lastCheckpoint] = this._checkpoints[this._checkpoints.length - 1] ?? [];
+ if (lastCheckpoint == null)
+ return;
+
+ while (this._memoryUsage + lastCheckpoint.size > maxMemoryUsage && this._checkpoints.length > 0) {
+ const [name, firstCheckpoint] = this._checkpoints.shift() ?? [];
+ if (firstCheckpoint == null)
+ break;
+
+ this._memoryUsage -= firstCheckpoint.size;
+ firstCheckpoint.dispose();
+ this._resizeCheckpointsCount(name, -1);
+ }
+ }
+
+ public pruneToKeepUnderMemoryUsage(maxMemoryUsage: number, minCheckpointsToKeep: number = 1) {
+ while (this._memoryUsage > maxMemoryUsage && this._checkpoints.length > minCheckpointsToKeep && this._checkpoints.length > 0) {
+ const [checkpointName, checkpoint] = this._checkpoints.shift() ?? [];
+ if (checkpoint == null)
+ break;
+
+ this._memoryUsage -= checkpoint.size;
+ checkpoint.dispose();
+ this._resizeCheckpointsCount(checkpointName, -1);
+ }
+ }
+
+ /**
+ * Prune checkpoints that come after the specified index (keep the specified index checkpoint)
+ */
+ public pruneFromEndToIndex(minMaxPos: number) {
+ while (this._checkpoints.length > 0) {
+ const [name, checkpoint] = this._checkpoints.at(-1) ?? [];
+ if (checkpoint == null || checkpoint.maxPos <= minMaxPos)
+ break;
+
+ this._memoryUsage -= checkpoint.size;
+ checkpoint.dispose();
+ this._resizeCheckpointsCount(name, -1);
+ this._checkpoints.pop();
+ }
+ }
+
+ private _getCheckpointsCount(name: string | undefined) {
+ return this._namedCheckpoints.get(name) ?? 0;
+ }
+
+ private _resizeCheckpointsCount(name: string | undefined, diff: 1 | -1) {
+ const currentCount = this._getCheckpointsCount(name);
+ const newCount = currentCount + diff;
+
+ if (newCount < 0)
+ throw new Error("Checkpoint count cannot be negative");
+
+ if (newCount === 0)
+ this._namedCheckpoints.delete(name);
+ else
+ this._namedCheckpoints.set(name, newCount);
+ }
+
+ private _pruneOldCheckpoints(name: string | undefined, pruneCount: number) {
+ if (pruneCount <= 0)
+ return;
+
+ for (let i = 0; i < this._checkpoints.length && pruneCount > 0; i++) {
+ const [checkpointName, checkpoint] = this._checkpoints[i]!;
+ if (checkpointName !== name)
+ continue;
+
+ this._memoryUsage -= checkpoint.size;
+ checkpoint.dispose();
+ this._checkpoints.splice(i, 1);
+ this._resizeCheckpointsCount(name, -1);
+ i--;
+ pruneCount--;
+ }
+ }
+}
diff --git a/src/gguf/insights/GgufInsights.ts b/src/gguf/insights/GgufInsights.ts
index f447a582..cc594ace 100644
--- a/src/gguf/insights/GgufInsights.ts
+++ b/src/gguf/insights/GgufInsights.ts
@@ -128,6 +128,7 @@ export class GgufInsights {
}
public get isRecurrent() {
+ // source: `llm_arch_is_recurrent` in `llama-arch.cpp`
switch (this._ggufFileInfo.metadata?.general?.architecture) {
case GgufArchitectureType.mamba:
case GgufArchitectureType.mamba2:
@@ -141,6 +142,27 @@ export class GgufInsights {
return false;
}
+ public get isHybrid() {
+ // source: `llm_arch_is_hybrid` in `llama-arch.cpp`
+ switch (this._ggufFileInfo.metadata?.general?.architecture) {
+ case GgufArchitectureType.jamba:
+ case GgufArchitectureType.falconH1:
+ case GgufArchitectureType.plamo2:
+ case GgufArchitectureType.granitehybrid:
+ case GgufArchitectureType.lfm2:
+ case GgufArchitectureType.lfm2moe:
+ case GgufArchitectureType.nemotronH:
+ case GgufArchitectureType.nemotronHMoe:
+ case GgufArchitectureType.qwen3next:
+ case GgufArchitectureType.kimiLinear:
+ case GgufArchitectureType.qwen35:
+ case GgufArchitectureType.qwen35moe:
+ return true;
+ }
+
+ return false;
+ }
+
public get supportsRanking() {
if (this._supportsRanking != null)
return this._supportsRanking;
@@ -215,7 +237,10 @@ export class GgufInsights {
const kvUnified = false;
const usingSWA = !swaFullCache && slidingWindow > 0 && slidingWindow < contextSize &&
(this.trainContextSize == null || slidingWindow < this.trainContextSize);
- const swaPattern = getSwaPatternForArchitecture(this._ggufFileInfo.metadata?.general?.architecture);
+ const swaPattern = getSwaPatternForArchitecture(
+ this._ggufFileInfo.metadata?.general?.architecture,
+ this._ggufFileInfo.architectureMetadata?.attention?.sliding_window_pattern
+ );
const nonSwaPercent = swaPattern <= 1
? 1
: (1 / (swaPattern + (flashAttention ? -0.5 : -1)));
@@ -233,9 +258,27 @@ export class GgufInsights {
: actualContextSize;
const totalFileLayers = this._getTotalFileLayers();
+ const totalLayersIncludingOutput = totalFileLayers + 1;
+ const finalModelGpuLayers = Math.max(
+ 0,
+ Math.min(modelGpuLayers ?? totalLayersIncludingOutput, totalLayersIncludingOutput)
+ );
const finalGpuLayers = Math.max(0, Math.min(modelGpuLayers ?? totalFileLayers, totalFileLayers));
const finalCpuLayers = totalFileLayers - finalGpuLayers;
- const usingGpu = finalGpuLayers !== 0;
+ const usingGpu = finalModelGpuLayers !== 0;
+
+ const {
+ gpuKVCacheSize,
+ cpuKVCacheSize,
+ gpuRecurrentStateSize,
+ cpuRecurrentStateSize
+ } = this._estimateContextCacheMemorySplitInBytes({
+ kvSize,
+ sequences,
+ totalFileLayers,
+ finalModelGpuLayers,
+ usingGpu
+ });
const vocabularySize = llmData.vocab_size ?? this._ggufFileInfo.metadata.tokenizer?.ggml?.tokens?.length ?? 0;
const embeddingSize = llmData.embedding_length ?? 0;
@@ -374,16 +417,6 @@ export class GgufInsights {
return (totalElements * 77.655 * (kvSize / 4096)) + defaultCalculationAdjustment;
};
- const gpuKVCacheSize = usingGpu
- ? this._estimateKvMemorySizeInBytes(
- kvSize,
- finalGpuLayers < totalFileLayers
- ? (finalGpuLayers + 1)
- : finalGpuLayers
- )
- : 0;
- const cpuKVCacheSize = this._estimateKvMemorySizeInBytes(kvSize, finalCpuLayers);
-
// source: `llama_context::graph_max_nodes` in `llama-context.cpp`
const getMaxNodesMultiplier = (arch: GgufArchitectureType | undefined, nTokens: number): {min: number, multiplier: number} => {
if (arch === GgufArchitectureType.qwen3next)
@@ -402,7 +435,9 @@ export class GgufInsights {
Math.min(actualContextSize, batchSize)
);
const maxNodes = Math.max(maxNodesMultiplier.min, maxNodesMultiplier.multiplier * tensorInfo.length);
- const cpuNodes = maxNodesMultiplier.multiplier * (tensorInfo.length * (finalCpuLayers / totalFileLayers));
+ const cpuNodes = totalFileLayers === 0
+ ? 0
+ : maxNodesMultiplier.multiplier * (tensorInfo.length * (finalCpuLayers / totalFileLayers));
const gpuNodes = maxNodes - cpuNodes;
const gpuComputeBufferSize = (this._llama._consts.ggmlTensorOverhead * gpuNodes) +
@@ -413,15 +448,15 @@ export class GgufInsights {
const graphOverheadMemory = (flashAttention || !includeGraphOverhead)
? 0
: estimateGraphOverheadMemory();
- const graphOverheadGpuSize = usingGpu
+ const graphOverheadGpuSize = (usingGpu && totalFileLayers > 0)
? Math.round(graphOverheadMemory * (finalGpuLayers / totalFileLayers))
: 0;
const graphOverheadCpuSize = graphOverheadMemory - graphOverheadGpuSize;
const outputBufferSize = estimateOutput(sequences);
- const gpuVram = gpuKVCacheSize + gpuComputeBufferSize + graphOverheadGpuSize + outputBufferSize;
- const cpuRam = cpuKVCacheSize + cpuComputeBufferSize + graphOverheadCpuSize + outputBufferSize;
+ const gpuVram = gpuKVCacheSize + gpuRecurrentStateSize + gpuComputeBufferSize + graphOverheadGpuSize + outputBufferSize;
+ const cpuRam = cpuKVCacheSize + cpuRecurrentStateSize + cpuComputeBufferSize + graphOverheadCpuSize + outputBufferSize;
return {
cpuRam,
@@ -529,60 +564,145 @@ export class GgufInsights {
return this._ggufFileInfo.architectureMetadata.block_count ?? this._determineNumberOfLayersFromTensorInfo();
}
- /** @internal */
- public _estimateKvMemorySizeInBytes(kvSize: number, layers: number) {
+ private _estimateContextCacheMemorySplitInBytes({
+ kvSize,
+ sequences,
+ totalFileLayers,
+ finalModelGpuLayers,
+ usingGpu
+ }: {
+ kvSize: number,
+ sequences: number,
+ totalFileLayers: number,
+ finalModelGpuLayers: number,
+ usingGpu: boolean
+ }) {
// source: `llama_kv_cache_init` in `llama.cpp`
+ const architecture = this._ggufFileInfo.metadata.general?.architecture;
const nHead = this._ggufFileInfo.architectureMetadata.attention?.head_count ?? 0;
const nEmbd = this._ggufFileInfo.architectureMetadata.embedding_length ?? 0;
const nEmbdHeadK = this._ggufFileInfo.architectureMetadata.attention?.key_length ?? ((nHead == 0) ? 0 : (nEmbd / nHead));
const nHeadKv: number | number[] = this._ggufFileInfo.architectureMetadata.attention?.head_count_kv ?? nHead;
const nEmbdHeadV = this._ggufFileInfo.architectureMetadata.attention?.value_length ?? ((nHead == 0) ? 0 : nEmbd / nHead);
-
- const ssmDConv = this._ggufFileInfo.architectureMetadata.ssm?.conv_kernel ?? 0;
- const ssmDInner = this._ggufFileInfo.architectureMetadata.ssm?.inner_size ?? 0;
- const modelNEmbdKS = (this._ggufFileInfo.architectureMetadata.wkv?.head_size ?? 0) !== 0
- ? (this._ggufFileInfo.architectureMetadata.token_shift_count ?? 0) * nEmbd
- : (ssmDConv > 0 ? (ssmDConv - 1) : 0) * ssmDInner;
-
- const ssmDState = this._ggufFileInfo.architectureMetadata.ssm?.state_size ?? 0;
- const modelNEmbdVS = (this._ggufFileInfo.architectureMetadata.wkv?.head_size ?? 0) !== 0
- ? nEmbd * (this._ggufFileInfo.architectureMetadata.wkv?.head_size ?? 0)
- : ssmDState * ssmDInner;
-
- let totalElementsK = 0;
- let totalElementsV = 0;
- for (let i = 0; i < layers; i++) {
- const nHeadKvArrayItem: number = (typeof nHeadKv === "number")
- ? nHeadKv
- : nHeadKv[i] !== 0
- ? nHeadKv[i]
- : nHead;
-
- const nEmbdKGqa = nEmbdHeadK * nHeadKvArrayItem;
- const nEmbdVGqa = nEmbdHeadV * nHeadKvArrayItem;
-
- const totalNEmbdKGqa = nEmbdKGqa + modelNEmbdKS;
- const totalNEmbdVGqa = nEmbdVGqa + modelNEmbdVS;
-
- totalElementsK += totalNEmbdKGqa * kvSize;
- totalElementsV += totalNEmbdVGqa * kvSize;
- }
-
- const keyTypeSize = this._ggufFileInfo.metadata.general?.architecture === GgufArchitectureType.mamba
+ const keyTypeSize = architecture === GgufArchitectureType.mamba
// if `type_k` of `llama_context_params` changes to be configurable in `LlamaContext`,
// this would have to depend on that value
? this._llama._consts.ggmlTypeF32Size
: this._llama._consts.ggmlTypeF16Size;
- const valueTypeSize = this._ggufFileInfo.metadata.general?.architecture === GgufArchitectureType.mamba
+ const valueTypeSize = architecture === GgufArchitectureType.mamba
// if `type_v` of `llama_context_params` changes to be configurable in `LlamaContext`,
// this would have to depend on that value
? this._llama._consts.ggmlTypeF32Size
: this._llama._consts.ggmlTypeF16Size;
- return (
- (totalElementsK * keyTypeSize) +
- (totalElementsV * valueTypeSize)
- );
+ // source: `llama_model::load_tensors` in `llama-model.cpp`
+ // repeating layers are assigned to GPU from `i_gpu_start = n_layer + 1 - n_gpu_layers`
+ const gpuRepeatingLayerStart = Math.max(0, (totalFileLayers + 1) - finalModelGpuLayers);
+ const recurrentLayersByPattern = this.isRecurrent
+ ? "all"
+ : getRecurrentLayersPattern(architecture, this._ggufFileInfo.architectureMetadata);
+ let gpuKvElementsK = 0;
+ let gpuKvElementsV = 0;
+ let cpuKvElementsK = 0;
+ let cpuKvElementsV = 0;
+ let gpuRecurrentLayers = 0;
+ let cpuRecurrentLayers = 0;
+
+ for (let i = 0; i < totalFileLayers; i++) {
+ const isGpuLayer = i >= gpuRepeatingLayerStart;
+ const isRecurrentLayer = isLayerRecurrent(recurrentLayersByPattern, i);
+
+ if (isRecurrentLayer) {
+ if (isGpuLayer)
+ gpuRecurrentLayers++;
+ else
+ cpuRecurrentLayers++;
+ } else {
+ const nHeadKvLayer = resolveLayerHeadCountKv(nHeadKv, i, nHead);
+ const layerElementsK = nEmbdHeadK * nHeadKvLayer * kvSize;
+ const layerElementsV = nEmbdHeadV * nHeadKvLayer * kvSize;
+
+ if (isGpuLayer) {
+ gpuKvElementsK += layerElementsK;
+ gpuKvElementsV += layerElementsV;
+ } else {
+ cpuKvElementsK += layerElementsK;
+ cpuKvElementsV += layerElementsV;
+ }
+ }
+ }
+
+ const gpuKVCacheSize = usingGpu
+ ? ((gpuKvElementsK * keyTypeSize) + (gpuKvElementsV * valueTypeSize))
+ : 0;
+ const cpuKVCacheSize = (cpuKvElementsK * keyTypeSize) + (cpuKvElementsV * valueTypeSize);
+
+ const recurrentCellSize = Math.max(1, sequences);
+ const gpuRecurrentStateSize = usingGpu
+ ? this._estimateRecurrentStateMemorySizeInBytes(recurrentCellSize, gpuRecurrentLayers)
+ : 0;
+ const cpuRecurrentStateSize = this._estimateRecurrentStateMemorySizeInBytes(recurrentCellSize, cpuRecurrentLayers);
+
+ return {
+ gpuKVCacheSize,
+ cpuKVCacheSize,
+ gpuRecurrentStateSize,
+ cpuRecurrentStateSize
+ };
+ }
+
+ private _estimateRecurrentStateMemorySizeInBytes(recurrentCellSize: number, layers: number) {
+ if (layers <= 0 || recurrentCellSize <= 0)
+ return 0;
+
+ // source: `llama_memory_recurrent` + `llama_hparams::n_embd_r` / `llama_hparams::n_embd_s` in `llama.cpp`
+ const nHead = this._ggufFileInfo.architectureMetadata.attention?.head_count ?? 0;
+ const nEmbd = this._ggufFileInfo.architectureMetadata.embedding_length ?? 0;
+ const wkvHeadSize = this._ggufFileInfo.architectureMetadata.wkv?.head_size ?? 0;
+ const tokenShiftCount = this._ggufFileInfo.architectureMetadata.token_shift_count ?? 0;
+ const ssmDConv = this._ggufFileInfo.architectureMetadata.ssm?.conv_kernel ?? 0;
+ const ssmDInner = this._ggufFileInfo.architectureMetadata.ssm?.inner_size ?? 0;
+ const ssmDState = this._ggufFileInfo.architectureMetadata.ssm?.state_size ?? 0;
+ const ssmGroupCount = this._ggufFileInfo.architectureMetadata.ssm?.group_count ?? 0;
+ const shortConvLCache = this._ggufFileInfo.architectureMetadata.shortconv?.l_cache ?? 0;
+ const kdaHeadDim = this._ggufFileInfo.architectureMetadata.kda?.head_dim ?? 0;
+ const shortConvHistoryShift = 1;
+ const kdaQkvStateCount = 3;
+ const kdaDefaultConvKernel = 3;
+ const ssmBcStatePairCount = 2;
+
+ const nEmbdR = wkvHeadSize !== 0
+ ? tokenShiftCount * nEmbd
+ : shortConvLCache !== 0
+ ? nEmbd * Math.max(0, shortConvLCache - shortConvHistoryShift)
+ : kdaHeadDim !== 0
+ ? (
+ kdaQkvStateCount * (
+ ssmDConv > 0
+ ? ssmDConv - shortConvHistoryShift
+ : kdaDefaultConvKernel
+ ) * (nHead * kdaHeadDim)
+ )
+ : (
+ (
+ ssmDConv > 0
+ ? (ssmDConv - shortConvHistoryShift)
+ : 0
+ ) * (ssmDInner + (ssmBcStatePairCount * ssmGroupCount * ssmDState))
+ );
+ const nEmbdS = wkvHeadSize !== 0
+ ? nEmbd * wkvHeadSize
+ : kdaHeadDim !== 0
+ ? kdaHeadDim * kdaHeadDim * nHead
+ : ssmDState * ssmDInner;
+
+ if (nEmbdR === 0 && nEmbdS === 0)
+ return 0;
+
+ const recurrentTypeSize = this._llama._consts.ggmlTypeF32Size;
+ const bytesPerLayer = (nEmbdR + nEmbdS) * recurrentTypeSize;
+
+ return layers * recurrentCellSize * bytesPerLayer;
}
/** @internal */
@@ -814,23 +934,38 @@ function ggmlPad(value: number, padding: number): number {
return ((value + padding - 1) & ~(padding - 1));
}
-function getSwaPatternForArchitecture(architecture?: GgufArchitectureType): number {
+function getSwaPatternForArchitecture(architecture?: GgufArchitectureType, slidingWindowPattern?: number | number[]): number {
+ if (typeof slidingWindowPattern === "number")
+ return slidingWindowPattern;
+
// source: `llama_model::load_hparams` in `llama-model.cpp` - calls to `hparams.set_swa_pattern`
switch (architecture) {
case GgufArchitectureType.llama4:
return 4;
+ case GgufArchitectureType.afmoe:
+ return 4;
+ case GgufArchitectureType.modernBert:
+ return 3;
case GgufArchitectureType.phi3:
return 1;
+ case GgufArchitectureType.plamo3:
+ return 8;
case GgufArchitectureType.gemma2:
return 2;
case GgufArchitectureType.gemma3:
return 6;
case GgufArchitectureType.gemma3n:
return 5;
+ case GgufArchitectureType.gemmaEmbedding:
+ return 6;
case GgufArchitectureType.cohere2:
return 4;
+ case GgufArchitectureType.olmo2:
+ return 4;
case GgufArchitectureType.exaone4:
return 4;
+ case GgufArchitectureType.exaoneMoe:
+ return 4;
case GgufArchitectureType.gptOss:
return 2;
case GgufArchitectureType.smallthinker:
@@ -840,6 +975,107 @@ function getSwaPatternForArchitecture(architecture?: GgufArchitectureType): numb
return 1;
}
+function resolveLayerHeadCountKv(nHeadKv: number | number[], layerIndex: number, nHead: number): number {
+ if (typeof nHeadKv === "number")
+ return nHeadKv;
+
+ const layerHeadCountKv = nHeadKv[layerIndex];
+ if (layerHeadCountKv == null)
+ return nHead;
+
+ return layerHeadCountKv;
+}
+
+type RecurrentLayersPattern = "none" | "all" |
+ {type: "fullAttentionInterval", interval: number} |
+ {type: "headCountKvArray", values: number[]} |
+ {type: "headCountKvAndFeedForward", headCountKvValues: number[], feedForwardLength: number | number[] | undefined};
+
+function getRecurrentLayersPattern(
+ architecture: GgufArchitectureType | undefined,
+ architectureMetadata: GgufFileInfo["architectureMetadata"]
+): RecurrentLayersPattern {
+ const nHeadKv = architectureMetadata?.attention?.head_count_kv;
+ const feedForwardLength = architectureMetadata?.feed_forward_length as number | number[] | undefined;
+ const hasRecurrentHeadCountKvEntry = Array.isArray(nHeadKv) && nHeadKv.some((value) => value === 0);
+
+ if (architecture === GgufArchitectureType.falconH1)
+ // source: `llama_model::load_hparams` in `llama-model.cpp`:
+ // `case LLM_ARCH_FALCON_H1` does `std::fill(..., true)` for `recurrent_layer_arr`
+ return "all";
+
+ if (architecture === GgufArchitectureType.nemotronH || architecture === GgufArchitectureType.nemotronHMoe) {
+ // source: `llama_model::load_hparams` in `llama-model.cpp`:
+ // `case LLM_ARCH_NEMOTRON_H / LLM_ARCH_NEMOTRON_H_MOE`:
+ // `recurrent_layer_arr[i] = (n_head_kv(i) == 0 && n_ff(i) == 0)`
+ if (Array.isArray(nHeadKv))
+ return {
+ type: "headCountKvAndFeedForward",
+ headCountKvValues: nHeadKv,
+ feedForwardLength
+ };
+
+ if (nHeadKv === 0) {
+ if (typeof feedForwardLength === "number")
+ return feedForwardLength === 0
+ ? "all"
+ : "none";
+
+ return "none";
+ }
+ }
+
+ if (
+ typeof architectureMetadata?.full_attention_interval === "number" &&
+ Number.isFinite(architectureMetadata?.full_attention_interval) &&
+ architectureMetadata?.full_attention_interval > 0 &&
+ (
+ // source: `llama_model::load_hparams` in `llama-model.cpp`
+ // `case LLM_ARCH_QWEN3NEXT / LLM_ARCH_QWEN35 / LLM_ARCH_QWEN35MOE`:
+ // `hparams.recurrent_layer_arr[i] = ((i + 1) % full_attn_interval != 0)`
+ architecture === GgufArchitectureType.qwen3next ||
+ architecture === GgufArchitectureType.qwen35 ||
+ architecture === GgufArchitectureType.qwen35moe ||
+ hasRecurrentHeadCountKvEntry
+ )
+ )
+ return {
+ type: "fullAttentionInterval",
+ interval: Math.max(1, Math.floor(architectureMetadata?.full_attention_interval))
+ };
+
+ if (hasRecurrentHeadCountKvEntry)
+ return {
+ type: "headCountKvArray",
+ values: nHeadKv
+ };
+
+ return "none";
+}
+
+function isLayerRecurrent(pattern: RecurrentLayersPattern, layerIndex: number): boolean {
+ if (pattern === "all")
+ return true;
+ else if (pattern === "none")
+ return false;
+ else if (pattern.type === "fullAttentionInterval")
+ return (layerIndex + 1) % pattern.interval !== 0;
+ else if (pattern.type === "headCountKvAndFeedForward")
+ return pattern.headCountKvValues[layerIndex] === 0 &&
+ resolveLayerFeedForwardLength(pattern.feedForwardLength, layerIndex) === 0;
+
+ return pattern.values[layerIndex] === 0;
+}
+
+function resolveLayerFeedForwardLength(feedForwardLength: number | number[] | undefined, layerIndex: number): number {
+ if (typeof feedForwardLength === "number")
+ return feedForwardLength;
+ else if (Array.isArray(feedForwardLength))
+ return feedForwardLength[layerIndex] ?? 0;
+
+ return 0;
+}
+
export function parseRankingTemplate(template: string | undefined | null): string | undefined {
if (template == null)
return undefined;
diff --git a/src/gguf/types/GgufMetadataTypes.ts b/src/gguf/types/GgufMetadataTypes.ts
index d8678400..b4c4b458 100644
--- a/src/gguf/types/GgufMetadataTypes.ts
+++ b/src/gguf/types/GgufMetadataTypes.ts
@@ -18,6 +18,7 @@ export const enum GgufArchitectureType {
neoBert = "neo-bert",
jinaBertV2 = "jina-bert-v2",
jinaBertV3 = "jina-bert-v3",
+ eurobert = "eurobert",
bloom = "bloom",
stablelm = "stablelm",
qwen = "qwen",
@@ -71,6 +72,7 @@ export const enum GgufArchitectureType {
t5 = "t5",
t5encoder = "t5encoder",
jais = "jais",
+ jais2 = "jais2",
nemotron = "nemotron",
nemotronH = "nemotron_h",
nemotronHMoe = "nemotron_h_moe",
@@ -112,10 +114,12 @@ export const enum GgufArchitectureType {
rnd1 = "rnd1",
panguEmbedded = "pangu-embedded",
mistral3 = "mistral3",
+ paddleocr = "paddleocr",
mimo2 = "mimo2",
step35 = "step35",
llamaEmbed = "llama-embed",
maincoder = "maincoder",
+ kimiLinear = "kimi-linear",
clip = "clip",
unknown = "(unknown)"
}
@@ -298,7 +302,8 @@ export type GgufMetadataTokenizer = {
"pixtral" | "mpt" | "starcoder" | "gpt-2" | "phi-2" | "jina-es" | "jina-de" | "jina-v1-en" | "jina-v2-es" | "jina-v2-de" |
"jina-v2-code" | "refact" | "command-r" | "qwen2" | "stablelm2" | "olmo" | "dbrx" | "smaug-bpe" | "poro-chat" | "chatglm-bpe" |
"viking" | "jais" | "tekken" | "smollm" | "codeshell" | "bloom" | "gpt3-finnish" | "exaone" | "exaone4" | "chameleon" |
- "minerva-7b" | "megrez" | "gpt-4o" | "superbpe" | "trillion" | "bailingmoe" | "a.x-4.0" | "mellum" | string,
+ "minerva-7b" | "megrez" | "gpt-4o" | "superbpe" | "trillion" | "bailingmoe" | "a.x-4.0" | "mellum" | "modern-bert" |
+ "roberta-bpe" | "deepseek-r1-qwen" | "kormo" | "qwen35" | string,
readonly tokens: readonly string[],
readonly token_type: GgufMetadataTokenizerTokenType[],
readonly token_type_count?: number,
@@ -352,6 +357,7 @@ export type GgufMetadataDefaultArchitectureType = {
readonly context_length?: number,
readonly embedding_length?: number,
readonly block_count?: number,
+ readonly full_attention_interval?: number,
readonly feed_forward_length?: number,
readonly use_parallel_residual?: boolean,
readonly tensor_data_layout?: string,
@@ -371,12 +377,14 @@ export type GgufMetadataDefaultArchitectureType = {
readonly key_length?: number,
readonly value_length?: number,
readonly sliding_window?: number,
+ readonly sliding_window_pattern?: number | number[],
readonly causal?: boolean
},
readonly rope?: {
readonly dimension_count?: number,
readonly freq_base?: number,
+ readonly freq_base_swa?: number,
readonly scale_linear?: number,
readonly scaling?: {
readonly type?: "none" | "linear" | "yarn" | string,
@@ -390,7 +398,16 @@ export type GgufMetadataDefaultArchitectureType = {
readonly conv_kernel?: number,
readonly inner_size?: number,
readonly state_size?: number,
- readonly time_step_rank?: number
+ readonly time_step_rank?: number,
+ readonly group_count?: number
+ },
+
+ readonly kda?: {
+ readonly head_dim?: number
+ },
+
+ readonly shortconv?: {
+ readonly l_cache?: number
},
readonly wkv?: {
diff --git a/src/utils/getFirstWritableDir.ts b/src/utils/getFirstWritableDir.ts
new file mode 100644
index 00000000..7f3c2535
--- /dev/null
+++ b/src/utils/getFirstWritableDir.ts
@@ -0,0 +1,72 @@
+import path from "path";
+import fs from "fs-extra";
+import {runningInElectron} from "./runtime.js";
+import {LruCache} from "./LruCache.js";
+
+export async function getFirstWritableDir(dirPaths: string[]): Promise {
+ for (const dirPath of dirPaths) {
+ if (isPathInsideAsar(dirPath))
+ continue;
+
+ if (await isPathWritable(dirPath))
+ return dirPath;
+ }
+
+ return null;
+}
+
+const writableCheckCache = new LruCache(20);
+export async function isPathWritableWithCache(dirPath: string) {
+ const isWritable = writableCheckCache.get(dirPath) ?? await isPathWritable(dirPath);
+ writableCheckCache.set(dirPath, isWritable);
+ return isWritable;
+}
+
+export async function isPathWritable(dirPath: string) {
+ let checkPath = path.resolve(dirPath);
+
+ while (true) {
+ try {
+ const stat = await fs.lstat(checkPath);
+ if (!stat.isDirectory())
+ return false;
+
+ break;
+ } catch (error: any) {
+ if (error?.code !== "ENOENT")
+ return false;
+
+ const nextCheckPath = path.dirname(checkPath);
+ if (nextCheckPath === checkPath)
+ return false;
+
+ checkPath = nextCheckPath;
+ }
+ }
+
+ try {
+ await fs.access(path.dirname(checkPath), fs.constants.W_OK | fs.constants.X_OK);
+ } catch {
+ return false;
+ }
+
+ return true;
+}
+
+/**
+ * Check whether a path is inside an asar when running in Electron,
+ * which means that the path is not writable and inaccessible outside the Electron app.
+ */
+export function isPathInsideAsar(dirPath: string, excludeUnpacked: boolean = false) {
+ if (!runningInElectron)
+ return false;
+
+ const normalizedPath = dirPath.toLowerCase();
+ if (normalizedPath.endsWith(".asar") ||
+ (!excludeUnpacked && normalizedPath.endsWith(".asar.unpacked"))
+ )
+ return true;
+
+ return normalizedPath.includes(".asar" + path.sep) ||
+ (!excludeUnpacked && normalizedPath.includes(".asar.unpacked" + path.sep));
+}
diff --git a/src/utils/getTempDir.ts b/src/utils/getTempDir.ts
new file mode 100644
index 00000000..2d505091
--- /dev/null
+++ b/src/utils/getTempDir.ts
@@ -0,0 +1,143 @@
+import path from "path";
+import os from "os";
+import fs from "fs-extra";
+import {cliHomedirTempDirectory, localTempDirectory} from "../config.js";
+import {isPathWritableWithCache} from "./getFirstWritableDir.js";
+
+const currentDate = new Date();
+const currentRunId = [
+ process.pid + ".",
+ String(currentDate.getFullYear()).padStart(4, "0"),
+ String(currentDate.getMonth() + 1).padStart(2, "0"),
+ String(currentDate.getDate()).padStart(2, "0"),
+ String(currentDate.getHours()).padStart(2, "0"),
+ String(currentDate.getMinutes()).padStart(2, "0"),
+ String(currentDate.getSeconds()).padStart(2, "0"),
+ String(currentDate.getMilliseconds()).padStart(3, "0"),
+ ".",
+ Math.random()
+ .toString(36)
+ .slice(2)
+].join("");
+
+let lastResolvedTempDir: string | undefined = undefined;
+export async function getTempDir(helperTempDirs?: string[]) {
+ for (const tempDir of helperTempDirs ?? []) {
+ if (await isPathWritableWithCache(tempDir))
+ return new FsPathHandle(path.join(tempDir, "nlc." + currentRunId));
+ }
+
+ if (lastResolvedTempDir != null)
+ return new FsPathHandle(lastResolvedTempDir);
+
+ if (await isPathWritableWithCache(localTempDirectory))
+ lastResolvedTempDir = path.join(localTempDirectory, currentRunId);
+ else if (await isPathWritableWithCache(os.tmpdir()))
+ lastResolvedTempDir = path.join(os.tmpdir(), "nlc." + currentRunId);
+ else if (await isPathWritableWithCache(cliHomedirTempDirectory))
+ lastResolvedTempDir = path.join(cliHomedirTempDirectory, currentRunId);
+
+ if (lastResolvedTempDir != null)
+ return new FsPathHandle(lastResolvedTempDir);
+
+ return undefined;
+}
+
+const pathUsages = new Map();
+function addPathUsage(tempDirPath: string) {
+ const usage = pathUsages.get(tempDirPath) ?? 0;
+ pathUsages.set(tempDirPath, usage + 1);
+
+ if (usage === 0)
+ ensureExitEventRegistration();
+}
+
+function removePathUsage(tempDirPath: string, removeAsync: boolean = false): Promise | void {
+ const usage = pathUsages.get(tempDirPath);
+ if (usage == null)
+ return;
+
+ if (usage <= 1) {
+ pathUsages.delete(tempDirPath);
+
+ if (removeAsync)
+ return fs.remove(tempDirPath)
+ .then(doNothing)
+ .catch(doNothing);
+
+ try {
+ fs.removeSync(tempDirPath);
+ } catch (err) {
+ // do nothing
+ }
+
+ ensureExitEventRegistration();
+ } else
+ pathUsages.set(tempDirPath, usage - 1);
+}
+
+function removePathUsageSync(tempDirPath: string): void {
+ removePathUsage(tempDirPath);
+}
+
+let onExitRegistered = false;
+function ensureExitEventRegistration() {
+ if (pathUsages.size === 0 && onExitRegistered) {
+ process.off("beforeExit", onExit);
+ onExitRegistered = false;
+ } else if (pathUsages.size > 0 && !onExitRegistered) {
+ process.on("beforeExit", onExit);
+ onExitRegistered = true;
+ }
+}
+
+function onExit() {
+ for (const tempDirPath of pathUsages.keys()) {
+ try {
+ fs.removeSync(tempDirPath);
+ } catch (err) {
+ // do nothing
+ }
+ }
+}
+
+export class FsPathHandle {
+ public readonly path: string;
+
+ private _finalizationRegistry: FinalizationRegistry;
+ private _disposed: boolean = false;
+
+ public constructor(dirPath: string) {
+ this.path = dirPath;
+ this._finalizationRegistry = new FinalizationRegistry(removePathUsageSync);
+
+ addPathUsage(this.path);
+ this._finalizationRegistry.register(this, this.path);
+ }
+
+ public async dispose() {
+ if (this._disposed)
+ return;
+
+ this._disposed = true;
+ this._finalizationRegistry.unregister(this);
+ await removePathUsage(this.path, true);
+ }
+
+ public [Symbol.asyncDispose]() {
+ return this.dispose();
+ }
+
+ public [Symbol.dispose]() {
+ if (this._disposed)
+ return;
+
+ this._disposed = true;
+ this._finalizationRegistry.unregister(this);
+ removePathUsage(this.path, false);
+ }
+}
+
+function doNothing() {
+
+}
diff --git a/test/modelDependent/functionary/functionaryModelGpuLayersOptions.test.ts b/test/modelDependent/functionary/functionaryModelGpuLayersOptions.test.ts
index 07ebb3c0..c1e427c2 100644
--- a/test/modelDependent/functionary/functionaryModelGpuLayersOptions.test.ts
+++ b/test/modelDependent/functionary/functionaryModelGpuLayersOptions.test.ts
@@ -255,7 +255,7 @@ describe("functionary", () => {
freeRam: s1GB * 4.5
});
expect(res.gpuLayers).to.eql(16);
- expect(res.contextSize).to.toMatchInlineSnapshot("4096");
+ expect(res.contextSize).to.toMatchInlineSnapshot("4608");
}
try {
await resolveGpuLayers(16, {
@@ -354,7 +354,7 @@ describe("functionary", () => {
unifiedMemorySize: s1GB * 5.3
});
expect(res.gpuLayers).to.eql(16);
- expect(res.contextSize).to.toMatchInlineSnapshot("5376");
+ expect(res.contextSize).to.toMatchInlineSnapshot("5632");
}
try {
await resolveGpuLayers(16, {
@@ -962,7 +962,7 @@ describe("functionary", () => {
freeRam: s1GB * 8
});
expect(res.gpuLayers).to.toMatchInlineSnapshot("7");
- expect(res.contextSize).to.toMatchInlineSnapshot("7936");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
const res = await resolveGpuLayers("auto", {
@@ -971,7 +971,7 @@ describe("functionary", () => {
totalRam: s1GB * 8,
freeRam: s1GB * 8
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("10");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("11");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1001,7 +1001,7 @@ describe("functionary", () => {
totalRam: s1GB * 8,
freeRam: s1GB * 8
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("16");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("17");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1011,7 +1011,7 @@ describe("functionary", () => {
totalRam: s1GB * 8,
freeRam: s1GB * 8
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("18");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1021,7 +1021,7 @@ describe("functionary", () => {
totalRam: s1GB * 8,
freeRam: s1GB * 8
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("20");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1031,7 +1031,7 @@ describe("functionary", () => {
totalRam: s1GB * 8,
freeRam: s1GB * 8
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("21");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("22");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1041,7 +1041,7 @@ describe("functionary", () => {
totalRam: s1GB * 8,
freeRam: s1GB * 8
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("23");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("24");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1115,7 +1115,7 @@ describe("functionary", () => {
freeRam: s1GB * 5
});
expect(res.gpuLayers).to.toMatchInlineSnapshot("4");
- expect(res.contextSize).to.toMatchInlineSnapshot("5376");
+ expect(res.contextSize).to.toMatchInlineSnapshot("5120");
}
{
const res = await resolveGpuLayers("auto", {
@@ -1125,7 +1125,7 @@ describe("functionary", () => {
freeRam: s1GB * 5
});
expect(res.gpuLayers).to.toMatchInlineSnapshot("7");
- expect(res.contextSize).to.toMatchInlineSnapshot("7936");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
const res = await resolveGpuLayers("auto", {
@@ -1134,7 +1134,7 @@ describe("functionary", () => {
totalRam: s1GB * 5,
freeRam: s1GB * 5
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("10");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("11");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1164,7 +1164,7 @@ describe("functionary", () => {
totalRam: s1GB * 5,
freeRam: s1GB * 5
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("16");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("17");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1174,7 +1174,7 @@ describe("functionary", () => {
totalRam: s1GB * 5,
freeRam: s1GB * 5
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("18");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1184,7 +1184,7 @@ describe("functionary", () => {
totalRam: s1GB * 5,
freeRam: s1GB * 5
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("20");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1194,7 +1194,7 @@ describe("functionary", () => {
totalRam: s1GB * 5,
freeRam: s1GB * 5
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("21");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("22");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1204,7 +1204,7 @@ describe("functionary", () => {
totalRam: s1GB * 5,
freeRam: s1GB * 5
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("23");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("24");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1324,7 +1324,7 @@ describe("functionary", () => {
freeRam: s1GB * 8
});
expect(res.gpuLayers).to.be.gte(16);
- expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("20");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1336,7 +1336,7 @@ describe("functionary", () => {
});
expect(res.gpuLayers).to.be.gte(16);
expect(res.gpuLayers).to.be.lte(24);
- expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("20");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1349,7 +1349,7 @@ describe("functionary", () => {
expect(res.gpuLayers).to.be.gte(16);
expect(res.gpuLayers).to.be.lte(24);
expect(res.gpuLayers).to.toMatchInlineSnapshot("16");
- expect(res.contextSize).to.toMatchInlineSnapshot("4096");
+ expect(res.contextSize).to.toMatchInlineSnapshot("4608");
}
});
@@ -1426,7 +1426,7 @@ describe("functionary", () => {
freeRam: s1GB * 5
});
expect(res.gpuLayers).to.be.gte(16);
- expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("20");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1438,7 +1438,7 @@ describe("functionary", () => {
});
expect(res.gpuLayers).to.be.gte(16);
expect(res.gpuLayers).to.be.lte(24);
- expect(res.gpuLayers).to.toMatchInlineSnapshot("19");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("20");
expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
{
@@ -1451,7 +1451,7 @@ describe("functionary", () => {
expect(res.gpuLayers).to.be.gte(16);
expect(res.gpuLayers).to.be.lte(24);
expect(res.gpuLayers).to.toMatchInlineSnapshot("16");
- expect(res.contextSize).to.toMatchInlineSnapshot("4096");
+ expect(res.contextSize).to.toMatchInlineSnapshot("4608");
}
});
});
@@ -1480,7 +1480,7 @@ describe("functionary", () => {
freeRam: s1GB * 8
});
expect(res.gpuLayers).to.toMatchInlineSnapshot("21");
- expect(res.contextSize).to.toMatchInlineSnapshot("6656");
+ expect(res.contextSize).to.toMatchInlineSnapshot("6912");
expect(res.contextSize).to.be.gte(contextSize);
}
{
@@ -1492,7 +1492,7 @@ describe("functionary", () => {
freeRam: s1GB * 8
});
expect(res.gpuLayers).to.toMatchInlineSnapshot("7");
- expect(res.contextSize).to.toMatchInlineSnapshot("7936");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8192");
expect(res.contextSize).to.be.gte(contextSize);
}
{
@@ -1569,7 +1569,7 @@ describe("functionary", () => {
freeRam: s1GB * 7
});
expect(res.gpuLayers).to.toMatchInlineSnapshot("21");
- expect(res.contextSize).to.toMatchInlineSnapshot("6656");
+ expect(res.contextSize).to.toMatchInlineSnapshot("6912");
expect(res.contextSize).to.be.gte(contextSize);
}
{
@@ -1581,7 +1581,7 @@ describe("functionary", () => {
freeRam: s1GB * 7
});
expect(res.gpuLayers).to.toMatchInlineSnapshot("7");
- expect(res.contextSize).to.toMatchInlineSnapshot("7936");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8192");
expect(res.contextSize).to.be.gte(contextSize);
}
{
diff --git a/test/modelDependent/functionary/gguf/ggufInsights.test.ts b/test/modelDependent/functionary/gguf/ggufInsights.test.ts
index 487573b5..fcd56a3a 100644
--- a/test/modelDependent/functionary/gguf/ggufInsights.test.ts
+++ b/test/modelDependent/functionary/gguf/ggufInsights.test.ts
@@ -213,8 +213,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "1.71GB",
- "gpuVram": "330.78MB",
+ "cpuRam": "1.74GB",
+ "gpuVram": "266.78MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -224,8 +224,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "1003.17MB",
- "gpuVram": "290.78MB",
+ "cpuRam": "1019.17MB",
+ "gpuVram": "258.78MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -235,8 +235,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "631.17MB",
- "gpuVram": "270.78MB",
+ "cpuRam": "639.17MB",
+ "gpuVram": "254.78MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -246,8 +246,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "445.17MB",
- "gpuVram": "260.78MB",
+ "cpuRam": "449.17MB",
+ "gpuVram": "252.78MB",
}
`);
@@ -258,8 +258,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "1022.98MB",
- "gpuVram": "1.03GB",
+ "cpuRam": "1.03GB",
+ "gpuVram": "990.98MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -269,8 +269,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "638.98MB",
- "gpuVram": "654.98MB",
+ "cpuRam": "654.98MB",
+ "gpuVram": "622.98MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -280,8 +280,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "446.98MB",
- "gpuVram": "454.98MB",
+ "cpuRam": "454.98MB",
+ "gpuVram": "438.98MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -291,8 +291,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "350.98MB",
- "gpuVram": "354.98MB",
+ "cpuRam": "354.98MB",
+ "gpuVram": "346.98MB",
}
`);
@@ -303,8 +303,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "250.5MB",
- "gpuVram": "1.75GB",
+ "cpuRam": "282.5MB",
+ "gpuVram": "1.72GB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -314,8 +314,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "250.5MB",
- "gpuVram": "1GB",
+ "cpuRam": "266.5MB",
+ "gpuVram": "1011.45MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -325,8 +325,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "250.5MB",
- "gpuVram": "643.45MB",
+ "cpuRam": "258.5MB",
+ "gpuVram": "635.45MB",
}
`);
expect(makeEstimationReadable(ggufInsights.estimateContextResourceRequirements({
@@ -336,8 +336,8 @@ describe("gguf", async () => {
batchSize: 512
}))).toMatchInlineSnapshot(`
{
- "cpuRam": "250.5MB",
- "gpuVram": "451.45MB",
+ "cpuRam": "254.5MB",
+ "gpuVram": "447.45MB",
}
`);
diff --git a/test/modelDependent/qwen3.5-0.8b/functions.test.ts b/test/modelDependent/qwen3.5-0.8b/functions.test.ts
new file mode 100644
index 00000000..ab6d8148
--- /dev/null
+++ b/test/modelDependent/qwen3.5-0.8b/functions.test.ts
@@ -0,0 +1,73 @@
+import {describe, expect, test} from "vitest";
+import {defineChatSessionFunction, LlamaChatSession, QwenChatWrapper} from "../../../src/index.js";
+import {getModelFile} from "../../utils/modelFiles.js";
+import {getTestLlama} from "../../utils/getTestLlama.js";
+
+describe("qwen3.5 0.8b", () => {
+ describe("functions", () => {
+ test("use checkpoints", {timeout: 1000 * 60 * 60 * 2}, async () => {
+ const modelPath = await getModelFile("Qwen3.5-0.8B-Q8_0.gguf");
+ const llama = await getTestLlama();
+
+ const model = await llama.loadModel({
+ modelPath
+ });
+ const context = await model.createContext({
+ contextSize: 4096
+ });
+ const chatSession = new LlamaChatSession({
+ contextSequence: context.getSequence()
+ });
+ expect(chatSession.chatWrapper).toBeInstanceOf(QwenChatWrapper);
+
+ const promptOptions: Parameters[1] = {
+ functions: {
+ getNthWord: defineChatSessionFunction({
+ description: "Get an n-th word",
+ params: {
+ type: "object",
+ properties: {
+ n: {
+ enum: [1, 2, 3, 4]
+ }
+ }
+ },
+ handler(params) {
+ return ["very", "secret", "this", "hello"][params.n - 1];
+ }
+ })
+ }
+ } as const;
+
+ const res = await chatSession.prompt("What is the second word? use the function", promptOptions);
+
+ expect(res).to.toMatchInlineSnapshot(`
+ "
+
+
+
+ The second word is "secret"."
+ `);
+ expect(chatSession.sequence.tokenMeter.usedInputTokens).toMatchInlineSnapshot("372");
+ expect(chatSession.sequence.lastCheckpointIndex).toMatchInlineSnapshot("393");
+ expect(chatSession.sequence.nextTokenIndex).toMatchInlineSnapshot("405");
+
+ const initialMeterState = chatSession.sequence.tokenMeter.getState();
+ const res2 = await chatSession.prompt("Explain what this word means", {
+ ...promptOptions,
+ maxTokens: 15
+ });
+
+ const diffMeterState = chatSession.sequence.tokenMeter.diff(initialMeterState);
+ expect(res2).to.toMatchInlineSnapshot(`
+ "
+
+ The word "secret" means something that is hidden or"
+ `);
+ expect(diffMeterState.usedInputTokens).toMatchInlineSnapshot("73");
+ expect(diffMeterState.usedInputTokens).to.be.lessThanOrEqual(80);
+ expect(chatSession.sequence.lastCheckpointIndex).toMatchInlineSnapshot("414");
+ expect(chatSession.sequence.nextTokenIndex).toMatchInlineSnapshot("429");
+ });
+ });
+});
diff --git a/test/modelDependent/stableCode/stableCodeModelGpuLayersOptions.test.ts b/test/modelDependent/stableCode/stableCodeModelGpuLayersOptions.test.ts
index 39a53ff8..6b88dc77 100644
--- a/test/modelDependent/stableCode/stableCodeModelGpuLayersOptions.test.ts
+++ b/test/modelDependent/stableCode/stableCodeModelGpuLayersOptions.test.ts
@@ -111,7 +111,7 @@ describe("stableCode", () => {
freeVram: s1GB * 3
});
expect(res.gpuLayers).to.eql(16);
- expect(res.contextSize).to.toMatchInlineSnapshot("7936");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8960");
}
try {
await resolveGpuLayers(16, {
@@ -142,7 +142,7 @@ describe("stableCode", () => {
ignoreMemorySafetyChecks: true
});
expect(res.gpuLayers).to.eql(16);
- expect(res.contextSize).to.toMatchInlineSnapshot("155");
+ expect(res.contextSize).to.toMatchInlineSnapshot("179");
}
@@ -174,7 +174,7 @@ describe("stableCode", () => {
freeVram: s1GB * 6
});
expect(res.gpuLayers).to.eql(32);
- expect(res.contextSize).to.toMatchInlineSnapshot("11264");
+ expect(res.contextSize).to.toMatchInlineSnapshot("11520");
}
try {
await resolveGpuLayers(32, {
@@ -345,8 +345,8 @@ describe("stableCode", () => {
totalVram: s1GB * 6,
freeVram: s1GB * 0.4
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("1");
- expect(res.contextSize).to.toMatchInlineSnapshot("11776");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("2");
+ expect(res.contextSize).to.toMatchInlineSnapshot("14848");
}
{
const res = await resolveGpuLayers("auto", {
@@ -361,8 +361,8 @@ describe("stableCode", () => {
totalVram: s1GB * 6,
freeVram: s1GB * 1.4
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("5");
- expect(res.contextSize).to.toMatchInlineSnapshot("8704");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("6");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8960");
}
{
const res = await resolveGpuLayers("auto", {
@@ -504,7 +504,7 @@ describe("stableCode", () => {
freeVram: s1GB * 4
});
expect(res.gpuLayers).to.eql(16);
- expect(res.contextSize).to.toMatchInlineSnapshot("13312");
+ expect(res.contextSize).to.toMatchInlineSnapshot("14592");
}
try {
await resolveGpuLayers({min: 16}, {
@@ -531,8 +531,8 @@ describe("stableCode", () => {
});
expect(res.gpuLayers).to.be.gte(16);
expect(res.gpuLayers).to.be.lte(24);
- expect(res.gpuLayers).to.toMatchInlineSnapshot("23");
- expect(res.contextSize).to.toMatchInlineSnapshot("8192");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("24");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8448");
}
{
const res = await resolveGpuLayers({min: 16, max: 24}, {
@@ -541,8 +541,8 @@ describe("stableCode", () => {
});
expect(res.gpuLayers).to.be.gte(16);
expect(res.gpuLayers).to.be.lte(24);
- expect(res.gpuLayers).to.toMatchInlineSnapshot("16");
- expect(res.contextSize).to.toMatchInlineSnapshot("7936");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("17");
+ expect(res.contextSize).to.toMatchInlineSnapshot("8192");
}
});
@@ -574,8 +574,8 @@ describe("stableCode", () => {
totalVram: s1GB * 2,
freeVram: s1GB * 1
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("3");
- expect(res.contextSize).to.toMatchInlineSnapshot("6400");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("4");
+ expect(res.contextSize).to.toMatchInlineSnapshot("6144");
expect(res.contextSize).to.be.gte(contextSize);
}
{
@@ -584,7 +584,7 @@ describe("stableCode", () => {
totalVram: s1GB * 6,
freeVram: s1GB * 4
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("21");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("22");
expect(res.contextSize).to.toMatchInlineSnapshot("9216");
expect(res.contextSize).to.be.gte(contextSize);
}
@@ -594,8 +594,8 @@ describe("stableCode", () => {
totalVram: s1GB * 1,
freeVram: s1GB * 1
});
- expect(res.gpuLayers).to.toMatchInlineSnapshot("2");
- expect(res.contextSize).to.toMatchInlineSnapshot("16384");
+ expect(res.gpuLayers).to.toMatchInlineSnapshot("3");
+ expect(res.contextSize).to.toMatchInlineSnapshot("11264");
expect(res.contextSize).to.be.gte(contextSize);
}
{
diff --git a/test/standalone/chatWrappers/utils/resolveChatWrapper.test.ts b/test/standalone/chatWrappers/utils/resolveChatWrapper.test.ts
index df8b5571..f8e0e94d 100644
--- a/test/standalone/chatWrappers/utils/resolveChatWrapper.test.ts
+++ b/test/standalone/chatWrappers/utils/resolveChatWrapper.test.ts
@@ -536,6 +536,164 @@ const qwen3Template = `
{%- endif %}
`.slice(1, -1);
+const qwen3_5Template = `
+{%- set image_count = namespace(value=0) %}
+{%- set video_count = namespace(value=0) %}
+{%- macro render_content(content, do_vision_count, is_system_content=false) %}
+ {%- if content is string %}
+ {{- content }}
+ {%- elif content is iterable and content is not mapping %}
+ {%- for item in content %}
+ {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
+ {%- if is_system_content %}
+ {{- raise_exception('System message cannot contain images.') }}
+ {%- endif %}
+ {%- if do_vision_count %}
+ {%- set image_count.value = image_count.value + 1 %}
+ {%- endif %}
+ {%- if add_vision_id %}
+ {{- 'Picture ' ~ image_count.value ~ ': ' }}
+ {%- endif %}
+ {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
+ {%- elif 'video' in item or item.type == 'video' %}
+ {%- if is_system_content %}
+ {{- raise_exception('System message cannot contain videos.') }}
+ {%- endif %}
+ {%- if do_vision_count %}
+ {%- set video_count.value = video_count.value + 1 %}
+ {%- endif %}
+ {%- if add_vision_id %}
+ {{- 'Video ' ~ video_count.value ~ ': ' }}
+ {%- endif %}
+ {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
+ {%- elif 'text' in item %}
+ {{- item.text }}
+ {%- else %}
+ {{- raise_exception('Unexpected item type in content.') }}
+ {%- endif %}
+ {%- endfor %}
+ {%- elif content is none or content is undefined %}
+ {{- '' }}
+ {%- else %}
+ {{- raise_exception('Unexpected content type.') }}
+ {%- endif %}
+{%- endmacro %}
+{%- if not messages %}
+ {{- raise_exception('No messages provided.') }}
+{%- endif %}
+{%- if tools and tools is iterable and tools is not mapping %}
+ {{- '<|im_start|>system\\n' }}
+ {{- "# Tools\\n\\nYou have access to the following functions:\\n\\n" }}
+ {%- for tool in tools %}
+ {{- "\\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\\n" }}
+ {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n\\n\\n\\nvalue_1\\n\\n\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n\\n\\n\\n\\n\\nReminder:\\n- Function calls MUST follow the specified format: an inner block must be nested within XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n' }}
+ {%- if messages[0].role == 'system' %}
+ {%- set content = render_content(messages[0].content, false, true)|trim %}
+ {%- if content %}
+ {{- '\\n\\n' + content }}
+ {%- endif %}
+ {%- endif %}
+ {{- '<|im_end|>\\n' }}
+{%- else %}
+ {%- if messages[0].role == 'system' %}
+ {%- set content = render_content(messages[0].content, false, true)|trim %}
+ {{- '<|im_start|>system\\n' + content + '<|im_end|>\\n' }}
+ {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+ {%- set index = (messages|length - 1) - loop.index0 %}
+ {%- if ns.multi_step_tool and message.role == "user" %}
+ {%- set content = render_content(message.content, false)|trim %}
+ {%- if not(content.startswith('') and content.endswith('')) %}
+ {%- set ns.multi_step_tool = false %}
+ {%- set ns.last_query_index = index %}
+ {%- endif %}
+ {%- endif %}
+{%- endfor %}
+{%- if ns.multi_step_tool %}
+ {{- raise_exception('No user query found in messages.') }}
+{%- endif %}
+{%- for message in messages %}
+ {%- set content = render_content(message.content, true)|trim %}
+ {%- if message.role == "system" %}
+ {%- if not loop.first %}
+ {{- raise_exception('System message must be at the beginning.') }}
+ {%- endif %}
+ {%- elif message.role == "user" %}
+ {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}
+ {%- elif message.role == "assistant" %}
+ {%- set reasoning_content = '' %}
+ {%- if message.reasoning_content is string %}
+ {%- set reasoning_content = message.reasoning_content %}
+ {%- else %}
+ {%- if '' in content %}
+ {%- set reasoning_content = content.split('')[0].rstrip('\\n').split('')[-1].lstrip('\\n') %}
+ {%- set content = content.split('')[-1].lstrip('\\n') %}
+ {%- endif %}
+ {%- endif %}
+ {%- set reasoning_content = reasoning_content|trim %}
+ {%- if loop.index0 > ns.last_query_index %}
+ {{- '<|im_start|>' + message.role + '\\n\\n' + reasoning_content + '\\n\\n\\n' + content }}
+ {%- else %}
+ {{- '<|im_start|>' + message.role + '\\n' + content }}
+ {%- endif %}
+ {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
+ {%- for tool_call in message.tool_calls %}
+ {%- if tool_call.function is defined %}
+ {%- set tool_call = tool_call.function %}
+ {%- endif %}
+ {%- if loop.first %}
+ {%- if content|trim %}
+ {{- '\\n\\n\\n\\n' }}
+ {%- else %}
+ {{- '\\n\\n' }}
+ {%- endif %}
+ {%- else %}
+ {{- '\\n\\n\\n' }}
+ {%- endif %}
+ {%- if tool_call.arguments is mapping %}
+ {%- for args_name in tool_call.arguments %}
+ {%- set args_value = tool_call.arguments[args_name] %}
+ {{- '\\n' }}
+ {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
+ {{- args_value }}
+ {{- '\\n\\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '\\n' }}
+ {%- endfor %}
+ {%- endif %}
+ {{- '<|im_end|>\\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if loop.previtem and loop.previtem.role != "tool" %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\\n\\n' }}
+ {{- content }}
+ {{- '\\n' }}
+ {%- if not loop.last and loop.nextitem.role != "tool" %}
+ {{- '<|im_end|>\\n' }}
+ {%- elif loop.last %}
+ {{- '<|im_end|>\\n' }}
+ {%- endif %}
+ {%- else %}
+ {{- raise_exception('Unexpected message role.') }}
+ {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+ {{- '<|im_start|>assistant\\n' }}
+ {%- if enable_thinking is defined and enable_thinking is true %}
+ {{- '\\n' }}
+ {%- else %}
+ {{- '\\n\\n\\n\\n' }}
+ {%- endif %}
+{%- endif %}
+`.slice(1, -1);
+
describe("resolveChatWrapper", () => {
test("should resolve to specialized AlpacaChatWrapper", () => {
@@ -698,7 +856,7 @@ describe("resolveChatWrapper", () => {
expect(chatWrapper).to.be.instanceof(DeepSeekChatWrapper);
});
- test("should resolve to specialized QwenChatWrapper", {timeout: 1000 * 60 * 60 * 2}, async () => {
+ test("should resolve to specialized QwenChatWrapper - QwQ", {timeout: 1000 * 60 * 60 * 2}, async () => {
const chatWrapper = resolveChatWrapper({
customWrapperSettings: {
jinjaTemplate: {
@@ -710,7 +868,7 @@ describe("resolveChatWrapper", () => {
expect(chatWrapper).to.be.instanceof(QwenChatWrapper);
});
- test("should resolve to specialized QwenChatWrapper 2", {timeout: 1000 * 60 * 60 * 2}, async () => {
+ test("should resolve to specialized QwenChatWrapper 2 - Qwen 3", {timeout: 1000 * 60 * 60 * 2}, async () => {
const chatWrapper = resolveChatWrapper({
customWrapperSettings: {
jinjaTemplate: {
@@ -722,6 +880,18 @@ describe("resolveChatWrapper", () => {
expect(chatWrapper).to.be.instanceof(QwenChatWrapper);
});
+ test("should resolve to specialized QwenChatWrapper - Qwen 3.5", {timeout: 1000 * 60 * 60 * 2}, async () => {
+ const chatWrapper = resolveChatWrapper({
+ customWrapperSettings: {
+ jinjaTemplate: {
+ template: qwen3_5Template
+ }
+ },
+ fallbackToOtherWrappersOnJinjaError: false
+ });
+ expect(chatWrapper).to.be.instanceof(QwenChatWrapper);
+ });
+
test("should resolve to specialized HarmonyChatWrapper", {timeout: 1000 * 60 * 60 * 2}, async () => {
const chatWrapper = resolveChatWrapper({
customWrapperSettings: {
diff --git a/test/utils/modelFiles.ts b/test/utils/modelFiles.ts
index fa307dc6..b8d4accc 100644
--- a/test/utils/modelFiles.ts
+++ b/test/utils/modelFiles.ts
@@ -21,7 +21,8 @@ const supportedModels = {
"Llama-3.2-3B-Instruct.Q4_K_M.gguf": "https://huggingface.co/mradermacher/Llama-3.2-3B-Instruct-GGUF/resolve/main/Llama-3.2-3B-Instruct.Q4_K_M.gguf?download=true",
"nomic-embed-text-v1.5.Q4_K_M.gguf": "https://huggingface.co/nomic-ai/nomic-embed-text-v1.5-GGUF/resolve/main/nomic-embed-text-v1.5.Q4_K_M.gguf?download=true",
"bge-reranker-v2-m3-Q8_0.gguf": "https://huggingface.co/gpustack/bge-reranker-v2-m3-GGUF/resolve/main/bge-reranker-v2-m3-Q8_0.gguf?download=true",
- "Qwen3-0.6B-Q8_0.gguf": "https://huggingface.co/Qwen/Qwen3-0.6B-GGUF/resolve/main/Qwen3-0.6B-Q8_0.gguf?download=true"
+ "Qwen3-0.6B-Q8_0.gguf": "https://huggingface.co/Qwen/Qwen3-0.6B-GGUF/resolve/main/Qwen3-0.6B-Q8_0.gguf?download=true",
+ "Qwen3.5-0.8B-Q8_0.gguf": "https://huggingface.co/unsloth/Qwen3.5-0.8B-GGUF/resolve/main/Qwen3.5-0.8B-Q8_0.gguf?download=true"
} as const;
export async function getModelFile(modelName: keyof typeof supportedModels) {
diff --git a/vitest.config.ts b/vitest.config.ts
index 25f4367f..871e1486 100644
--- a/vitest.config.ts
+++ b/vitest.config.ts
@@ -14,7 +14,10 @@ export default defineConfig({
"./test/utils/helpers/SpecialTokensTextSerializer.ts",
"./test/utils/helpers/SpecialTokenSerializer.ts"
],
- setupFiles: ["./test/utils/helpers/testSetup.ts"]
+ setupFiles: ["./test/utils/helpers/testSetup.ts"],
+ experimental: {
+ nodeLoader: false
+ }
// uncomment for profiling
// execArgv: [