docs(llama.cpp): fix default GGUF quickstart

Signed-off-by: 游雁 <zhifu.gzf@alibaba-inc.com>

Author: LauraGPT

README.md

@@ -248,7 +248,7 @@ Run **SenseVoice / Paraformer / Fun-ASR-Nano** as a **single self-contained bina
 ```bash
 # 1) Grab a prebuilt binary from Releases (Linux / macOS / Windows), then:
 bash download-funasr-model.sh sensevoice ./gguf        # or: paraformer | nano
-llama-funasr-sensevoice -m ./gguf/SenseVoiceSmall-f16.gguf --vad ./gguf/fsmn-vad.gguf -a audio.wav
+llama-funasr-sensevoice -m ./gguf/sensevoice-small-q8.gguf --vad ./gguf/fsmn-vad.gguf -a audio.wav
 # → 欢迎大家来体验达摩院推出的语音识别模型
 ```
 

README_zh.md

@@ -274,7 +274,18 @@ curl http://localhost:8000/v1/audio/transcriptions \
 docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.12
 ```
 
-> **CPU / 边缘部署(无需 GPU、无需 Python):** 用 **llama.cpp / GGUF** 跑 Fun-ASR-Nano / SenseVoice / Paraformer —— 单个自包含二进制,对标 whisper.cpp。详见 [runtime/llama.cpp/](./runtime/llama.cpp/)。
+### CPU / 边缘部署 - llama.cpp / GGUF（无需 GPU、无需 Python）
+
+在 CPU 和边缘设备上用单个自包含二进制运行 **SenseVoice / Paraformer / Fun-ASR-Nano**，无需 Python 运行环境，并内置 FSMN-VAD。
+
+```bash
+# 1) 从 Releases 下载 Linux / macOS / Windows 预编译包，然后执行：
+bash download-funasr-model.sh sensevoice ./gguf        # 也可使用 paraformer 或 nano
+llama-funasr-sensevoice -m ./gguf/sensevoice-small-q8.gguf --vad ./gguf/fsmn-vad.gguf -a audio.wav
+# -> 欢迎大家来体验达摩院推出的语音识别模型
+```
+
+**预编译二进制：** [Releases](../../releases) · **下载与快速开始：** [funasr.com/llama-cpp](https://www.funasr.com/llama-cpp.html) · **GGUF 模型：** [Hugging Face](https://huggingface.co/FunAudioLLM) · **文档与评测：** [runtime/llama.cpp/](./runtime/llama.cpp/)
 
 [OpenAI API 示例 →](./examples/openai_api/README_zh.md) · [Gradio Demo →](./examples/openai_api/GRADIO_zh.md) · [客户端配方 →](./examples/openai_api/CLIENTS.md) · [JavaScript/TypeScript 配方 →](./examples/openai_api/JAVASCRIPT_zh.md) · [Kubernetes 模板 →](./examples/openai_api/kubernetes/README_zh.md) · [工作流配方 →](./examples/openai_api/WORKFLOWS_zh.md) · [Postman 集合 →](./examples/openai_api/POSTMAN_zh.md) · [OpenAPI 规范 →](./examples/openai_api/OPENAPI_zh.md) · [安全指南 →](./examples/openai_api/SECURITY_zh.md) · [部署选型 →](./docs/deployment_matrix_zh.md) · [部署文档 →](./runtime/readme_cn.md) · [Agent 集成 →](https://modelscope.github.io/FunASR/agent.html)
 

runtime/llama.cpp/tests/test_download_funasr_model.sh

@@ -2,6 +2,7 @@
 set -euo pipefail
 
 ROOT=$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)
+REPO_ROOT=$(cd "$ROOT/../.." && pwd)
 SCRIPT="$ROOT/download-funasr-model.sh"
 TMP=$(mktemp -d)
 trap 'rm -rf "$TMP"' EXIT
@@ -106,4 +107,23 @@ if HF_SKIP_CREATE=1 bash "$SCRIPT" sensevoice "$TMP/out" >"$TMP/stdout" 2>"$TMP/
 fi
 grep -F "no GGUF files found in $TMP/out" "$TMP/stderr" >/dev/null
 
+assert_readme_quickstart() {
+  local readme=$1
+  if ! grep -F "bash download-funasr-model.sh sensevoice ./gguf" "$readme" >/dev/null; then
+    printf 'missing default SenseVoice download command in %s\n' "$readme" >&2
+    exit 1
+  fi
+  if ! grep -F "llama-funasr-sensevoice -m ./gguf/sensevoice-small-q8.gguf --vad ./gguf/fsmn-vad.gguf -a audio.wav" "$readme" >/dev/null; then
+    printf 'README command does not run the default sensevoice-small-q8.gguf in %s\n' "$readme" >&2
+    exit 1
+  fi
+  if grep -F "SenseVoiceSmall-f16.gguf" "$readme" >/dev/null; then
+    printf 'stale SenseVoice filename in %s\n' "$readme" >&2
+    exit 1
+  fi
+}
+
+assert_readme_quickstart "$REPO_ROOT/README.md"
+assert_readme_quickstart "$REPO_ROOT/README_zh.md"
+
 echo "download-funasr-model contract tests passed"