中文

新功能

• 支持了SimPO对齐算法，请查看文档
• 支持多模态部署能力
• web-ui支持量化和评测功能，并支持多模态界面推理和部署

新模型

• ChatGLM4和ChatGLMv
• Qwen2系列
• llava1.5/1.6系列模型
• mini-internvl系列模型
• paligemma系列模型
• Yuan2模型

Bug修复

请查看下方的详细提交记录

English

New Features

• Add SimPO alignment algorithm. Please refer to the documentation.
• Support for multimodal deployment capabilities.
• Web UI now supports quantization and evaluation command, as well as multimodal inference and deployment.

New Models

• ChatGLM4 and ChatGLMv
• Qwen2 series
• llava1.5/1.6 series models
• mini-internvl series models
• paligemma series models
• Yuan2 model

Bug fixing

Please check the update logs for details

What's Changed

• [TorchAcc][Experimental] Integrate more model in torchacc by @Zhikaiiii in https://github.com/modelscope/swift/pull/683
• update custom_val_dataset by @Jintao-Huang in https://github.com/modelscope/swift/pull/991
• fix val_dataset by @Jintao-Huang in https://github.com/modelscope/swift/pull/992
• fix args by @Jintao-Huang in https://github.com/modelscope/swift/pull/996
• fix pt deploy lora by @Jintao-Huang in https://github.com/modelscope/swift/pull/999
• Feat/phi3 paligemma by @tastelikefeet in https://github.com/modelscope/swift/pull/998
• Add copy to template encode by @tastelikefeet in https://github.com/modelscope/swift/pull/1003
• 更新了Command-line-parameters.md里面的一个链接 by @KPCOFGS in https://github.com/modelscope/swift/pull/1001
• fix cogvlm2 history by @Jintao-Huang in https://github.com/modelscope/swift/pull/1005
• fix minicpm-v by @Jintao-Huang in https://github.com/modelscope/swift/pull/1010
• Fix gradio conccurency limit by @tastelikefeet in https://github.com/modelscope/swift/pull/1016
• Update code by @Jintao-Huang in https://github.com/modelscope/swift/pull/962
• support paligemma by @tastelikefeet in https://github.com/modelscope/swift/pull/1004
• update docs table by @Jintao-Huang in https://github.com/modelscope/swift/pull/1021
• Fix docs table by @Jintao-Huang in https://github.com/modelscope/swift/pull/1024
• fix docs and a bug by @tastelikefeet in https://github.com/modelscope/swift/pull/1023
• fix arguments by @Jintao-Huang in https://github.com/modelscope/swift/pull/1026
• fix custom by @Jintao-Huang in https://github.com/modelscope/swift/pull/1028
• fix vllm==0.4.* slower than vllm==0.3.* by @Jintao-Huang in https://github.com/modelscope/swift/pull/1035
• fix app_ui host & port by @Jintao-Huang in https://github.com/modelscope/swift/pull/1036
• fix bugs by @Jintao-Huang in https://github.com/modelscope/swift/pull/1038
• support mini-internvl by @hjh0119 in https://github.com/modelscope/swift/pull/1032
• support multimodal deploy by @Jintao-Huang in https://github.com/modelscope/swift/pull/1029
• Support SimPO Algorithm by @hjh0119 in https://github.com/modelscope/swift/pull/1037
• fix phi3-vision bug by @Jintao-Huang in https://github.com/modelscope/swift/pull/1039
• update arguments by @Jintao-Huang in https://github.com/modelscope/swift/pull/1043
• update arguments by @Jintao-Huang in https://github.com/modelscope/swift/pull/1044
• fix deepseek-vl by @Jintao-Huang in https://github.com/modelscope/swift/pull/1046
• support sharegpt dataset format by @Jintao-Huang in https://github.com/modelscope/swift/pull/1052
• fix mini-internvl-4b by @hjh0119 in https://github.com/modelscope/swift/pull/1053
• Fix mini-internvl-4b by @hjh0119 in https://github.com/modelscope/swift/pull/1054
• fix vllm==0.4.3 by @Jintao-Huang in https://github.com/modelscope/swift/pull/1055
• fix deepseek-vl template by @Jintao-Huang in https://github.com/modelscope/swift/pull/1057
• Fix citest test_run.py by @Jintao-Huang in https://github.com/modelscope/swift/pull/1059
• :pencil2: fix typo by @bertjiazheng in https://github.com/modelscope/swift/pull/1064
• fix argument by @hjh0119 in https://github.com/modelscope/swift/pull/1066
• Support glm4 by @Jintao-Huang in https://github.com/modelscope/swift/pull/1069
• update wechat by @Jintao-Huang in https://github.com/modelscope/swift/pull/1071

New Contributors

• @Zhikaiiii made their first contribution in https://github.com/modelscope/swift/pull/683
• @KPCOFGS made their first contribution in https://github.com/modelscope/swift/pull/1001
• @bertjiazheng made their first contribution in https://github.com/modelscope/swift/pull/1064

Full Changelog: https://github.com/modelscope/swift/compare/v2.0.5...v2.1.0