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docs: announce FunASR 1.3.18 (#3256)
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README.md

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## What's new
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- 2026/07/19: **v1.3.18 on PyPI** — CLI SRT/TSV subtitle output now requests sentence timestamps and loads punctuation when needed, so `funasr audio.wav --output-format srt --output-dir ./subs` writes segmented subtitle cues instead of one full-text block. Install with `python -m pip install -U "funasr==1.3.18"`. [Release ->](https://github.com/modelscope/FunASR/releases/tag/v1.3.18)
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- 2026/07/18: **v1.3.16 on PyPI** — client-driven realtime endpoints for Fun-ASR-Nano. Start one WebSocket session, stream PCM, and send `COMMIT` for each utterance without loading server-side VAD; short utterances finalize and timestamps remain monotonic across commits. Install with `pip install --upgrade funasr`, then run `funasr-realtime-server --endpoint-mode client`. [Guide →](examples/industrial_data_pretraining/fun_asr_nano/docs/realtime_demo.md)
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- 2026/07/18: **llama.cpp runtime v0.1.7** — prebuilt Windows CUDA package for SenseVoiceSmall (`funasr-llamacpp-windows-x64-cuda.zip`) plus Linux / macOS / Windows CPU packages. Download the GGUF model, then run `llama-funasr-sensevoice ... --backend cuda` on supported NVIDIA GPUs. [Release →](https://github.com/modelscope/FunASR/releases/tag/runtime-llamacpp-v0.1.7)
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- 2026/06/20: **llama.cpp / GGUF runtime** — run SenseVoice / Paraformer / Fun-ASR-Nano on CPU & edge as a single self-contained binary (a whisper.cpp-style alternative), built-in FSMN-VAD, no Python at runtime. Prebuilt binaries for Linux / macOS / Windows + **q8 quantized models (~half the size, same accuracy)**. [runtime/llama.cpp/](./runtime/llama.cpp/) · [Releases](../../releases)

README_zh.md

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## 最新动态
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- 2026/07/19:**v1.3.18 已发布到 PyPI** — CLI 的 SRT/TSV 字幕输出现在会请求句级时间戳,并在需要时加载标点模型;`funasr audio.wav --output-format srt --output-dir ./subs` 会输出分句字幕,不再退化成一个全文字幕块。安装命令:`python -m pip install -U "funasr==1.3.18"`[发布页 →](https://github.com/modelscope/FunASR/releases/tag/v1.3.18)
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- 2026/07/18:**v1.3.16 已发布到 PyPI** — Fun-ASR-Nano 实时服务新增客户端分句模式。一个 WebSocket 会话可连续发送 PCM,并用 `COMMIT` 提交每个句子;无需加载服务端 VAD,短句可正常结束,多轮时间戳保持递增。执行 `pip install --upgrade funasr` 后,可用 `funasr-realtime-server --endpoint-mode client` 启动。[使用文档 →](examples/industrial_data_pretraining/fun_asr_nano/docs/realtime_demo.md)
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- 2026/07/18:**llama.cpp runtime v0.1.7** — 新增 SenseVoiceSmall 的 Windows CUDA 预编译包 `funasr-llamacpp-windows-x64-cuda.zip`,并保留 Linux / macOS / Windows CPU 包。下载 GGUF 模型后,可在支持的 NVIDIA GPU 上运行 `llama-funasr-sensevoice ... --backend cuda`[发布页 →](https://github.com/modelscope/FunASR/releases/tag/runtime-llamacpp-v0.1.7)
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- 2026/05/24:**vLLM 推理引擎** — Fun-ASR-Nano 解码加速 2-3 倍。支持流式 WebSocket 服务(VAD + 说话人分离 + 热词)。[文档 →](docs/vllm_guide_zh.md) · [实时 WS 调优 →](docs/vllm_guide_zh.md#67-生产并发与多进程部署) · [API 稳定性清单 →](docs/vllm_guide_zh.md#生产-api-稳定性清单)

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