在過去的一個季度，社區(qū)開源了不少「值得一試」的通用模型，包括 LLaMA 2、Baichuan 2、ChatGLM2-6B、Qwen-14B、InternLM-20B、Tigerbot-13B、Xverse-13B 等語言大模型；LlaVA1.5、VisualGLM-6B、VisCPM、NexT-GPT、Chinese LlaVA、QwenVL 等多模態(tài)項(xiàng)目。

在專用任務(wù)、領(lǐng)域精調(diào)模型方面，開源社區(qū)也涌現(xiàn)了一批「值得一試」的精調(diào)方案及模型，例如用于代碼任務(wù)的 CodeLlama、StableCode、WizardCoder等，用于法律任務(wù)的 DISC-LawLMM、智海-錄問、夫子·明察，用于醫(yī)療領(lǐng)域的 DISC-MedLLM、仲景，用于心理領(lǐng)域的Mindchat、MeChat，用于天文領(lǐng)域的StarGLM及用于交通領(lǐng)域的 TransGPT。

值得特別關(guān)注的是，這個季度在模型微調(diào)、推理加速、Agent 開發(fā)方面迎來了一波廣受開源社區(qū)好評的框架、工具類項(xiàng)目的發(fā)布及版本更新，如 LlaMA-Efficient-Tuning、AutoGen 等，老伙計(jì)們不妨一試！

  基座模型

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/llama-2

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/baichuan-2

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/chatglm2-6b

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/qwen-14b

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/internlm

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/tigerbot

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/xverse-13b

  任務(wù)/領(lǐng)域精調(diào)模型

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/codellama

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/stablecode

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/wizardcoder

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/disc-lawllm

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/wisdominterrogatory

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/fu-zi-ming-cha

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/disc-medllm

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/zhong-jing

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/mindchat

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/mechat

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/starglm

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/transgpt

  多模態(tài)LMMs

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/llava

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/visualglm-6b

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/viscpm

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/next-gpt

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/chinese-llava

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/qwen-vl-tong-yi-qian-wen

  Agent開發(fā)

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/agents

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/agentverse

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/autoagents-2

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/autogen

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/auto-gpt

  微調(diào)框架

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/peft

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/llama-efficient-tuning

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/xturing

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/llmtune

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/deepspeed

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/megatron-llm

  推理加速框架

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/vllm

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/fastllm

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/exllamav2

項(xiàng)目詳情：https://sota.jiqizhixin.com/project/text-generation-inference