值得一試的開(kāi)源模型！開(kāi)源社區(qū)上季度都有哪些靠譜項(xiàng)目？
在過(guò)去的一個(gè)季度，社區(qū)開(kāi)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(yǔ)言大模型；LlaVA1.5、VisualGLM-6B、VisCPM、NexT-GPT、Chinese LlaVA、QwenVL 等多模態(tài)項(xiàng)目。
在專(zhuān)用任務(wù)、領(lǐng)域精調(diào)模型方面，開(kāi)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(wèn)、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(gè)季度在模型微調(diào)、推理加速、Agent 開(kāi)發(fā)方面迎來(lái)了一波廣受開(kāi)源社區(qū)好評(píng)的框架、工具類(lèi)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(kāi)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
