docs: 添加 D-Cut blog 页面 (#314)

Co-authored-by: tianyutliu <tianyutliu@tencent.com>

Author: smart-lty

README.md

@@ -22,6 +22,7 @@ A more accessible, comprehensive, and efficient toolkit for large model compress
 </p>
 
 ## 📣Latest News
+- [26/05/27] We have released **D-Cut**, an adaptive verification depth pruning technique for speculative decoding. [[Docs]](https://angelslim.readthedocs.io/zh-cn/latest/dcut.html)
 - [26/05/20] We support Distillation for full-precision HuggingFace models and **quantized QAT-style** models, as detailed in the [distillation documentation](https://angelslim.readthedocs.io/zh-cn/latest/features/distill/index.html). 
 - [26/05/08] We have released STQ1_0 kernel for 1.25-bit model and given a PR to llama.cpp [PR #22836](https://github.com/ggml-org/llama.cpp/pull/22836) ! If you have any questions or suggestions for STQ_0, welcome to comment under the PR !🔥🔥🔥
 - [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! 🔥🔥🔥

README_cn.md

@@ -22,6 +22,7 @@
 </p>
 
 ## 📣最新进展
+- [26/05/27] 我们发布了 **D-Cut**，一种用于投机解码的自适应验证深度裁剪技术。[[文档]](https://angelslim.readthedocs.io/zh-cn/latest/dcut.html)
 - [26/05/20]  我们支持了模型蒸馏功能，适用于huggingface 全精度或者**QAT量化**模型，详细步骤可以参考[文档](https://angelslim.readthedocs.io/zh-cn/latest/features/distill/index.html).🔥🔥🔥
 - [26/05/08] 我们发布了用于 1.25-bit 模型的 STQ1_0 内核，并向 llama.cpp 提交了 [PR #22836](https://github.com/ggml-org/llama.cpp/pull/22836)！如果您对 STQ_0 有任何疑问或建议，欢迎在该 PR 下留言！🔥🔥🔥
 - [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 🔥🔥🔥