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release: bump funasr to 1.3.25 (#3318)
Co-authored-by: LauraGPT <lauragpt@users.noreply.github.com>
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README.md

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## What's new
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- 2026/07/23: **v1.3.25 on PyPI** — realtime WebSocket users can now use deterministic final-text hotword corrections with `POSTPROCESS_HOTWORDS:wrong=>right` or `--postprocess-hotword-file`, keeping fixed-name cleanup separate from model-level `HOTWORDS:` decoding bias. The source-tree realtime entrypoint also works without preinstalling the package. Install with `python -m pip install -U "funasr==1.3.25"`. [Release ->](https://github.com/modelscope/FunASR/releases/tag/v1.3.25)
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- 2026/07/23: **v1.3.24 on PyPI** — OpenAI-compatible server deployments now support custom model paths and hub selection, the llama.cpp/GGUF runtime docs include the HTTP transcription wrapper and Linux Vulkan package, and public docs links were refreshed for cleaner onboarding. Install with `python -m pip install -U "funasr==1.3.24"`. [Release ->](https://github.com/modelscope/FunASR/releases/tag/v1.3.24)
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- 2026/07/22: **v1.3.23 on PyPI** — packaging and onboarding refresh for this week's community integrations: the PyPI long description now highlights the current OpenAI-compatible server path, llama.cpp/GGUF runtime notes, Windows CUDA architecture guidance, and browser quickstart links shipped in the repository docs. Runtime code is unchanged from v1.3.22. Install with `python -m pip install -U "funasr==1.3.23"`. [Release ->](https://github.com/modelscope/FunASR/releases/tag/v1.3.23)
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- 2026/07/22: **llama.cpp runtime v0.1.8** — adds `funasr-llamacpp-linux-x64-vulkan.tar.gz` for SenseVoiceSmall on Linux Vulkan GPUs. Run `llama-funasr-sensevoice ... --backend vulkan`; CPU, AVX2, macOS arm64, Windows CPU/AVX2, and Windows CUDA packages remain available. [Release ->](https://github.com/modelscope/FunASR/releases/tag/runtime-llamacpp-v0.1.8)

README_zh.md

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## 最新动态
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- 2026/07/23:**v1.3.25 已发布到 PyPI** — 实时 WebSocket 服务新增 `POSTPROCESS_HOTWORDS:错词=>正确词``--postprocess-hotword-file`,可在 final 文本阶段做确定性热词纠正,避免把固定错词修正误用成模型层 `HOTWORDS:` 解码偏置;源码目录下的实时服务入口也可直接运行。安装命令:`python -m pip install -U "funasr==1.3.25"`[发布页 →](https://github.com/modelscope/FunASR/releases/tag/v1.3.25)
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- 2026/07/23:**v1.3.24 已发布到 PyPI** — OpenAI 兼容服务现在支持自定义模型路径和 hub 选择,llama.cpp/GGUF 文档补充 HTTP 转写 wrapper 与 Linux Vulkan 包,公开文档链接也已刷新,便于新用户顺利上手。安装命令:`python -m pip install -U "funasr==1.3.24"`[发布页 →](https://github.com/modelscope/FunASR/releases/tag/v1.3.24)
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- 2026/07/19:**v1.3.22 已发布到 PyPI**`funasr-server` 现在会为 SenseVoice/Paraformer fallback 的纯文本结果补齐 OpenAI 兼容 `verbose_json.segments`,避免字幕类客户端在 `text` 已有内容时仍拿到空 `segments` 数组。安装命令:`python -m pip install -U "funasr==1.3.22"`[发布页 →](https://github.com/modelscope/FunASR/releases/tag/v1.3.22)
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- 2026/07/19:**v1.3.21 已发布到 PyPI** — 修复全新环境里先安装 `funasr`、尚未选择平台对应 PyTorch 版本时的首次导入阻塞。现在 `import funasr``funasr.__version__` 不再因为缺少 torch 失败;真正访问 `AutoModel` 时仍会要求安装 PyTorch,并给出明确安装提示。安装命令:`python -m pip install -U "funasr==1.3.21"`[发布页 →](https://github.com/modelscope/FunASR/releases/tag/v1.3.21)

funasr/version.txt

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1.3.24
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1.3.25

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