LMDeploy Release V0.0.4

Highlight

• Support 4-bit LLM quantization and inference. Check this guide for detailed information.
  

What's Changed

🚀 Features

• Blazing fast W4A16 inference by @lzhangzz in #202
• Support AWQ by @pppppM in #108 and @AllentDan in #228

💥 Improvements

• Add release note template by @lvhan028 in #211
• feat(quantization): kv cache use asymmetric by @tpoisonooo in #218

🐞 Bug fixes

• Fix TIS client got-no-space-result side effect brought by PR #197 by @lvhan028 in #222

📚 Documentations

• Update W4A16 News by @pppppM in #227
• Check-in user guide for w4a16 LLM deployment by @lvhan028 in #224

Full Changelog: v0.0.3...v0.0.4