值得一試的開源模型!開源社區上季度都有哪些靠譜項目?
在過去的一個季度,社區開源了不少「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 等多模態項目。
在專用任務、領域精調模型方面,開源社區也涌現了一批「值得一試」的精調方案及模型,例如用于代碼任務的 CodeLlama、StableCode、WizardCoder等,用于法律任務的 DISC-LawLMM、智海-錄問、夫子·明察,用于醫療領域的 DISC-MedLLM、仲景,用于心理領域的Mindchat、MeChat,用于天文領域的StarGLM及用于交通領域的 TransGPT。
值得特別關注的是,這個季度在模型微調、推理加速、Agent 開發方面迎來了一波廣受開源社區好評的框架、工具類項目的發布及版本更新,如 LlaMA-Efficient-Tuning、AutoGen 等,老伙計們不妨一試!
基座模型

項目詳情:https://sota.jiqizhixin.com/project/llama-2

項目詳情:https://sota.jiqizhixin.com/project/baichuan-2

項目詳情:https://sota.jiqizhixin.com/project/chatglm2-6b

項目詳情:https://sota.jiqizhixin.com/project/qwen-14b

項目詳情:https://sota.jiqizhixin.com/project/internlm

項目詳情:https://sota.jiqizhixin.com/project/tigerbot

項目詳情:https://sota.jiqizhixin.com/project/xverse-13b
任務/領域精調模型

項目詳情:https://sota.jiqizhixin.com/project/codellama

項目詳情:https://sota.jiqizhixin.com/project/stablecode

項目詳情:https://sota.jiqizhixin.com/project/wizardcoder

項目詳情:https://sota.jiqizhixin.com/project/disc-lawllm

項目詳情:https://sota.jiqizhixin.com/project/wisdominterrogatory

項目詳情:https://sota.jiqizhixin.com/project/fu-zi-ming-cha

項目詳情:https://sota.jiqizhixin.com/project/disc-medllm

項目詳情:https://sota.jiqizhixin.com/project/zhong-jing

項目詳情:https://sota.jiqizhixin.com/project/mindchat

項目詳情:https://sota.jiqizhixin.com/project/mechat

項目詳情:https://sota.jiqizhixin.com/project/starglm

項目詳情:https://sota.jiqizhixin.com/project/transgpt
多模態LMMs

項目詳情:https://sota.jiqizhixin.com/project/llava

項目詳情:https://sota.jiqizhixin.com/project/visualglm-6b

項目詳情:https://sota.jiqizhixin.com/project/viscpm

項目詳情:https://sota.jiqizhixin.com/project/next-gpt

項目詳情:https://sota.jiqizhixin.com/project/chinese-llava

項目詳情:https://sota.jiqizhixin.com/project/qwen-vl-tong-yi-qian-wen
Agent開發

項目詳情:https://sota.jiqizhixin.com/project/agents

項目詳情:https://sota.jiqizhixin.com/project/agentverse

項目詳情:https://sota.jiqizhixin.com/project/autoagents-2

項目詳情:https://sota.jiqizhixin.com/project/autogen

項目詳情:https://sota.jiqizhixin.com/project/auto-gpt
微調框架

項目詳情:https://sota.jiqizhixin.com/project/peft

項目詳情:https://sota.jiqizhixin.com/project/llama-efficient-tuning

項目詳情:https://sota.jiqizhixin.com/project/xturing

項目詳情:https://sota.jiqizhixin.com/project/llmtune

項目詳情:https://sota.jiqizhixin.com/project/deepspeed

項目詳情:https://sota.jiqizhixin.com/project/megatron-llm
推理加速框架

項目詳情:https://sota.jiqizhixin.com/project/vllm

項目詳情:https://sota.jiqizhixin.com/project/fastllm

項目詳情:https://sota.jiqizhixin.com/project/exllamav2

項目詳情:https://sota.jiqizhixin.com/project/text-generation-inference
























