What's Changed

🚀 Features

• Support mistral and sliding window attention by @grimoire in #1075
• torch engine support chatglm3 by @grimoire in #1159
• Support qwen1.5 in pytorch engine by @grimoire in #1160
• Support mixtral for pytorch engine by @RunningLeon in #1133
• Support torch deepseek moe by @grimoire in #1163
• Support gemma model in pytorch engine by @grimoire in #1184
• Auto backend for pipeline and serve when backend is not set to pytorch explicitly by @RunningLeon in #1211

💥 Improvements

• Fix argument error by @ispobock in #1193
• Use LifoQueue for turbomind async_stream_infer by @AllentDan in #1179
• Update interactive output len strategy and response by @AllentDan in #1164
• Support min_new_tokens generation config in pytorch engine by @grimoire in #1096
• Batched sampling by @grimoire in #1197
• refactor the logic of getting model_name by @AllentDan in #1188
• Add parameter max_prefill_token_num by @lvhan028 in #1203
• optmize baichuan in pytorch engine by @grimoire in #1223
• check model required transformers version by @grimoire in #1220
• torch optmize chatglm3 by @grimoire in #1215
• Async torch engine by @grimoire in #1206
• remove unused kernel in pytorch engine by @grimoire in #1237

🐞 Bug fixes

• Fix session length for profile generation by @ispobock in #1181
• fix torch engine infer by @RunningLeon in #1185
• fix module map by @grimoire in #1205
• [Fix] Correct session length warning by @AllentDan in #1207
• Fix all devices occupation when applying tp to torch engine by updating device map by @grimoire in #1172
• Fix falcon chatglm2 template by @grimoire in #1168
• [Fix] Avoid AsyncEngine running the same session id by @AllentDan in #1219
• Fix None session_len by @lvhan028 in #1230
• fix multinomial sampling by @grimoire in #1228
• fix returning logits in prefill phase of pytorch engine by @grimoire in #1209
• optimize pytorch engine inference with falcon model by @grimoire in #1234
• fix bf16 multinomial sampling by @grimoire in #1239
• reduce torchengine prefill mem usage by @grimoire in #1240

📚 Documentations

• auto generate pipeline api for readthedocs by @RunningLeon in #1186
• Added tutorial document for deploying lmdeploy on Jetson series boards. by @BestAnHongjun in #1192
• update doc index by @zhyncs in #1241

🌐 Other

• Add PR test workflow and check-in more testcases by @zhulinJulia24 in #1208
• fix pytest version by @zhulinJulia24 in #1236
• bump version to v0.2.5 by @lvhan028 in #1235

New Contributors

• @ispobock made their first contribution in #1181
• @BestAnHongjun made their first contribution in #1192

Full Changelog: v0.2.4...v0.2.5