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133 changes: 133 additions & 0 deletions gallery/index.yaml
Original file line number Diff line number Diff line change
@@ -1,4 +1,137 @@
---
- name: "kimi-k2.7-code"
url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
urls:
- https://huggingface.co/unsloth/Kimi-K2.7-Code-GGUF
description: |
## 1. Model Introduction

Kimi K2.7 Code is a coding-focused agentic model built upon Kimi K2.6. With substantial improvements on real-world long-horizon coding tasks, it strengthens end-to-end task completion across complex software engineering workflows while improving token efficiency, reducing thinking-token usage by approximately 30% compared with Kimi K2.6.

## 2. Model Summary

## 3. Evaluation Results

Benchmark
Kimi K2.6
Kimi K2.7 Code
GPT-5.5
Claude Opus 4.8

Coding

Kimi Code Bench v2
50.9
62.0
69.0
67.4

Program Bench
48.3
53.6
69.1
63.8

MLS Bench Lite
26.7
35.1
35.5
42.8

Agentic

Kimi Claw 24/7 Bench
42.9
46.9
52.8
50.4

MCP Atlas
69.4
76.0
79.4
81.3

MCP Mark Verified
72.8
81.1
92.9
76.4

Footnotes

...
license: "other"
tags:
- llm
- gguf
icon: https://huggingface.co/moonshotai/Kimi-K2.7-Code/resolve/main/figures/kimi-logo.png
overrides:
backend: llama-cpp
function:
automatic_tool_parsing_fallback: true
grammar:
disable: true
known_usecases:
- chat
mmproj: llama-cpp/mmproj/Kimi-K2.7-Code-GGUF/mmproj-F32.gguf
options:
- use_jinja:true
parameters:
min_p: 0.01
model: llama-cpp/models/Kimi-K2.7-Code-GGUF/Kimi-K2.7-Code-UD-Q8_K_XL-00001-of-00014.gguf
repeat_penalty: 1
temperature: 0.6
top_k: -1
top_p: 0.95
template:
use_tokenizer_template: true
files:
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sha256: 65f0aca336f876902323a90e2aff32cac76d071b2cdd818c6a8d78be8fc2c680
uri: https://huggingface.co/unsloth/Kimi-K2.7-Code-GGUF/resolve/main/UD-Q8_K_XL/Kimi-K2.7-Code-UD-Q8_K_XL-00001-of-00014.gguf
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uri: https://huggingface.co/unsloth/Kimi-K2.7-Code-GGUF/resolve/main/UD-Q8_K_XL/Kimi-K2.7-Code-UD-Q8_K_XL-00002-of-00014.gguf
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- filename: llama-cpp/mmproj/Kimi-K2.7-Code-GGUF/mmproj-F32.gguf
sha256: b2cc50c8c13fe70fc4968a83332f31e9007ea09ebb9ae91d46a4e4cd2a3053cd
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- name: "gemma-4-12b-coder-fable5-composer2.5-v1"
url: "github:mudler/LocalAI/gallery/virtual.yaml@master"
urls:
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