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Add contents for the Hy-MT1.5-1.8B-1.25bit and Hy-MT1.5-1.8B-2bit Model (#291)
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README.md

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## 📣Latest News
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- [26/04/29] We have released 2-bit and 1.25-bit versions of Tencent Hy-MT1.5-1.8B Translation Model: [Hy-MT1.5-1.8B-2bit](https://huggingface.co/AngelSlim/Hy-MT1.5-1.8B-2bit) and [Hy-MT1.5-1.8B-1.25bit](https://huggingface.co/AngelSlim/Hy-MT1.5-1.8B-1.25bit). Additionally, we have make an [offline translation demo](https://huggingface.co/AngelSlim/Hy-MT1.5-1.8B-1.25bit/blob/main/Hy-MT-demo.apk) for you to try out. We invite you to give it a spin! 🔥🔥🔥
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- [26/04/23] We now support FP8-Static quantization for **Hy3-preview** (MoE A20B).
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- [26/03/25] We have released **DAQ**, the quantization algorithm that preserves the knowledge acquired while the update of parameters is relatively small during post-training training.[[Paper]](https://arxiv.org/abs/2603.22324) | [[Docs]](docs/source/features/quantization/daq.md)
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- [26/02/09] We have released HY-1.8B-2Bit, 2bit on-device large language model,[[Huggingface]](https://huggingface.co/AngelSlim/HY-1.8B-2Bit).

README_cn.md

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## 📣最新进展
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- [26/04/29] 我们发布了 2bit 与 1.25bit 腾讯混元翻译模型 [Hy-MT1.5-1.8B-2bit](https://huggingface.co/AngelSlim/Hy-MT1.5-1.8B-2bit), [Hy-MT1.5-1.8B-1.25bit](https://huggingface.co/AngelSlim/Hy-MT1.5-1.8B-1.25bit)。并且还制作了 [离线翻译体验 Demo](https://huggingface.co/AngelSlim/Hy-MT1.5-1.8B-1.25bit/blob/main/Hy-MT-demo.apk)。 欢迎体验 🔥🔥🔥
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- [26/04/23] 我们支持了 **Hy3-preview**(MoE A20B)模型的 FP8-Static 量化。
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- [26/03/25] 我们发布了量化算法DAQ,该方法在后训练参数更新较小时,可保留量化后模型能力 [[论文]](https://arxiv.org/abs/2603.22324) | [[文档]](docs/source/features/quantization/daq.md)
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- [26/02/09] 我们发布了 HY-1.8B-2Bit, 2比特端侧大模型, 模型可见[[Huggingface]](https://huggingface.co/AngelSlim/HY-1.8B-2Bit).
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docs/source/index.md

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models/qwen/qwen_quant
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models/qwenvl/qwenvl_quant
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models/qwen3_omni/qwen3_omni_quant
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models/Hy-MT1.5/hy-mt1.5
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