在过去的一个季度,社区开源了不少「值得一试」的通用模型,包括 LLaMA 2、Baichuan 2、ChatGLM2-6B、Qwen-14B、InternLM-20B、Tigerbot-13B、Xverse-13B 等语言大模型;LlaVA1.5、VisualGLM-6B、VisCPM、NexT-GPT、Chinese LlaVA、QwenVL 等多模态项目。
在专用任务、领域精调模型方面,开源社区也涌现了一批「值得一试」的精调方案及模型,例如用于代码任务的 CodeLlama、StableCode、WizardCoder等,用于法律任务的 DISC-LawLMM、智海-录问、夫子·明察,用于医疗领域的 DISC-MedLLM、仲景,用于心理领域的Mindchat、MeChat,用于天文领域的StarGLM及用于交通领域的 TransGPT。
值得特别关注的是,这个季度在模型微调、推理加速、Agent 开发方面迎来了一波广受开源社区好评的框架、工具类项目的发布及版本更新,如 LlaMA-Efficient-Tuning、AutoGen 等,老伙计们不妨一试!
基座模型
项目详情:https://sota.jiqizhixin.com/project/llama-2
项目详情:https://sota.jiqizhixin.com/project/baichuan-2
项目详情:https://sota.jiqizhixin.com/project/chatglm2-6b
项目详情:https://sota.jiqizhixin.com/project/qwen-14b
项目详情:https://sota.jiqizhixin.com/project/internlm
项目详情:https://sota.jiqizhixin.com/project/tigerbot
项目详情:https://sota.jiqizhixin.com/project/xverse-13b
任务/领域精调模型
项目详情:https://sota.jiqizhixin.com/project/codellama
项目详情:https://sota.jiqizhixin.com/project/stablecode
项目详情:https://sota.jiqizhixin.com/project/wizardcoder
项目详情:https://sota.jiqizhixin.com/project/disc-lawllm
项目详情:https://sota.jiqizhixin.com/project/wisdominterrogatory
项目详情:https://sota.jiqizhixin.com/project/fu-zi-ming-cha
项目详情:https://sota.jiqizhixin.com/project/disc-medllm
项目详情:https://sota.jiqizhixin.com/project/zhong-jing
项目详情:https://sota.jiqizhixin.com/project/mindchat
项目详情:https://sota.jiqizhixin.com/project/mechat
项目详情:https://sota.jiqizhixin.com/project/starglm
项目详情:https://sota.jiqizhixin.com/project/transgpt
多模态LMMs
项目详情:https://sota.jiqizhixin.com/project/llava
项目详情:https://sota.jiqizhixin.com/project/visualglm-6b
项目详情:https://sota.jiqizhixin.com/project/viscpm
项目详情:https://sota.jiqizhixin.com/project/next-gpt
项目详情:https://sota.jiqizhixin.com/project/chinese-llava
项目详情:https://sota.jiqizhixin.com/project/qwen-vl-tong-yi-qian-wen
Agent开发
项目详情:https://sota.jiqizhixin.com/project/agents
项目详情:https://sota.jiqizhixin.com/project/agentverse
项目详情:https://sota.jiqizhixin.com/project/autoagents-2
项目详情:https://sota.jiqizhixin.com/project/autogen
项目详情:https://sota.jiqizhixin.com/project/auto-gpt
微调框架
项目详情:https://sota.jiqizhixin.com/project/peft
项目详情:https://sota.jiqizhixin.com/project/llama-efficient-tuning
项目详情:https://sota.jiqizhixin.com/project/xturing
项目详情:https://sota.jiqizhixin.com/project/llmtune
项目详情:https://sota.jiqizhixin.com/project/deepspeed
项目详情:https://sota.jiqizhixin.com/project/megatron-llm
推理加速框架
项目详情:https://sota.jiqizhixin.com/project/vllm
项目详情:https://sota.jiqizhixin.com/project/fastllm
项目详情:https://sota.jiqizhixin.com/project/exllamav2
项目详情:https://sota.jiqizhixin.com/project/text-generation-inference