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2 changes: 2 additions & 0 deletions README.md
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Expand Up @@ -34,6 +34,8 @@ docker pull registry.cn-hangzhou.aliyuncs.com/yongyang/llmcompression:pure-lates

**Docs**: [English](https://llmc-en.readthedocs.io/en/latest/), [Chinese](https://llmc-zhcn.readthedocs.io/en/latest/).

> **Recommended Python Version**: We recommend using **Python 3.11** for local development and installation. This matches the project's Docker images and CI configuration, and is generally more stable than Python 3.12 for the current dependency set.

## :fire: Latest News

- **Nov 9, 2025:** 🍺🍺🍺 Our work [**LLMC+: Benchmarking Vision-Language Model Compression with a Plug-and-play Toolkit**](https://arxiv.org/abs/2508.09981) has been accepted by AAAI 2026.
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2 changes: 2 additions & 0 deletions README_zh.md
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Expand Up @@ -31,6 +31,8 @@ docker pull registry.cn-hangzhou.aliyuncs.com/yongyang/llmcompression:pure-lates

**文档**： [English](https://llmc-en.readthedocs.io/en/latest/)、[中文](https://llmc-zhcn.readthedocs.io/en/latest/)。

> **推荐 Python 版本**：建议本地开发和安装使用 **Python 3.11**。这与项目的 Docker 镜像和 CI 配置保持一致，并且对当前依赖集合而言通常比 Python 3.12 更稳定。

## :fire: 最新动态

- **2025年8月13日:** 🚀 我们已开源针对 **视觉语言模型（VLMs）** 的压缩方案，支持共计超过 **20 种算法**，涵盖 **token reduction** 和 **quantization**。此次发布为多模态任务提供了灵活、即插即用的压缩策略。具体请参阅[文档](https://llmc-zhcn.readthedocs.io/en/latest/advanced/token_reduction.html)。
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