├── LICENSE ├── README.md └── imgs ├── .DS_Store ├── WechatIMG190.jpeg ├── WechatIMG191.jpeg ├── kgbook.png ├── the-land-of-future.jpeg ├── 走向未来.png ├── 走向未来1.jpg ├── 走向未来2.jpg ├── 走向未来3.jpg ├── 走向未来4.jpg ├── 走向未来5.jpg └── 走向未来8.jpg /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. Definitions. 8 | 9 | "License" shall mean the terms and conditions for use, reproduction, 10 | and distribution as defined by Sections 1 through 9 of this document. 11 | 12 | "Licensor" shall mean the copyright owner or entity authorized by 13 | the copyright owner that is granting the License. 14 | 15 | "Legal Entity" shall mean the union of the acting entity and all 16 | other entities that control, are controlled by, or are under common 17 | control with that entity. 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-------------------------------------------------------------------------------- 1 | # 中国大模型列表 Awesome LLMs In China 2 | 3 | 中国大模型大全，全面收集有明确来源的大模型情况，包括机构、来源信息和分类等，随时更新。 4 | 5 | 旨在记录中国大模型发展情况，欢迎在**Issues**中提供提供**线索**和**素材** 6 | 7 | 使用数据请注明来源：**微信公众号：走向未来** 和 **仓库：https://github.com/wgwang/awesome-LLMs-In-China** 8 | 9 | 10 | Awesome family related to LLMS includes: 11 | - https://github.com/wgwang/awesome-LLM-benchmarks 12 | - https://github.com/wgwang/awesome-LLMs-In-China 13 | - https://github.com/wgwang/awesome-open-foundation-models 14 | 15 | 16 | 大模型相关的Awesome系列包括： 17 | - 大模型评测数据集： 18 | https://github.com/wgwang/awesome-LLM-benchmarks 19 | - 中国大模型列表： 20 | https://github.com/wgwang/awesome-LLMs-In-China 21 | - 开源开放基础大模型列表： 22 | https://github.com/wgwang/awesome-open-foundation-models 23 | 24 | 25 | 微信扫码关注我的微信公众号：**走向未来**，分享有关大模型、AGI、知识图谱、深度学习、强化学习、计算机视觉、自然语言处理等等与人工智能有关的内容。 26 | 27 | ![](imgs/走向未来8.jpg) 28 | 29 | **Star一下，举手之劳！** 30 | 31 | 32 | ## 大模型列表 33 | 34 | 35 | |序号|公司|大模型|省市|类别|官网|说明| 36 | |:-|:-|:-|:-|:-|:-|:-| 37 | |1|百度| [文心一言](https://yiyan.baidu.com)|北京|通用|✔|有APP| 38 | |2|智谱华章|[清言](https://chatglm.cn/)|北京|通用|✔|有APP，开源模型[ChatGLM3-6B](https://github.com/THUDM/ChatGLM3), [ChatGLM-6B](https://github.com/THUDM/ChatGLM-6B)和[ChatGLM2-6B](https://github.com/THUDM/ChatGLM2-6B)| 39 | |3|百川智能|[百川](https://chat.baichuan-ai.com/)|北京|通用|✔|开源小模型[baichuan-7B](https://github.com/baichuan-inc/baichuan-7B)和[Baichuan-13B](https://github.com/baichuan-inc/Baichuan-13B)，[baichuan-2](https://github.com/baichuan-inc/Baichuan2)| 40 | |4|阿里云|[通义千问](https://tongyi.aliyun.com/)|浙江杭州|通用|✔|开源模型[Qwen-1.8B,7B,14B,72B](https://github.com/QwenLM/Qwen)、[Qwen-VL](https://github.com/QwenLM/Qwen-VL)和[Qwen-Audio](https://github.com/QwenLM/Qwen-Audio)| 41 | |5|上海人工智能实验室|[书生](https://intern-ai.org.cn/) |上海|通用|✔|开源模型[书生·浦语-7B,20B](https://github.com/InternLM/InternLM)| 42 | |6|达观数据|[曹植](http://www.datagrand.com/products/aigc/)|上海|工业|✔|[试用需账号](https://aigc.datagrand.com/) | 43 | |7|深度求索|[Deepseek Coder](https://github.com/deepseek-ai/DeepSeek-Coder)|浙江杭州|代码|✔|| 44 | |8|科大讯飞|[星火](https://xinghuo.xfyun.cn)|安徽合肥|通用|✔|有APP| 45 | |9|春田知韵（抖音）|[豆包](https://www.doubao.com/chat/)|北京|通用|✔|开源多模态7B模型[BuboGPT](https://bubo-gpt.github.io/)，豆包是云雀的聊天机器人| 46 | |10|中国科学院自动化研究所| [紫东·太初](https://gitee.com/zidongtaichu/multi-modal-models)|北京|通用|✔|紫东太初2.0号称100B参数，全模态| 47 | |11|商汤科技| [商量](https://chat.sensetime.com/)| 上海|通用|✔|| 48 | |12|华为|[盘古](https://openi.pcl.ac.cn/PCL-Platform.Intelligence/PanGu-Alpha),[盘古气象](https://www.nature.com/articles/s41586-023-06185-3),[盘古-Σ](https://arxiv.org/pdf/2303.10845.pdf)|广东深圳|工业|✔|华为+鹏城,[华为云盘古](https://www.huaweicloud.com/product/pangu.html)| 49 | |13|复旦大学|[MOSS](https://github.com/OpenLMLab/MOSS)|上海|科研|✔|[试用需账号](https://moss.fastnlp.top/)| 50 | |14|智源人工智能研究院|[悟道·天鹰](https://github.com/FlagAI-Open/FlagAI/tree/master/examples/Aquila),[悟道·EMU](https://github.com/baaivision/Emu)|北京|通用|✔|悟道3.0,视界视觉，AQUILA天鹰座，[Aquila-7B](https://model.baai.ac.cn/model-detail/100098),[AquilaChat-7B](https://model.baai.ac.cn/model-detail/100101),[AquilaCode-7B-NV](https://model.baai.ac.cn/model-detail/100102),[AquilaCode-7B-TS](https://model.baai.ac.cn/model-detail/100099),[HuggingFace](https://huggingface.co/BAAI),[EMU](https://huggingface.co/BAAI/Emu)基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)| 51 | |15|浙江大学&OpenKG|[KnowLM](https://github.com/zjunlp/KnowLM)|浙江杭州|通用|✔|基于LLaMA和LLaMA2的知识增强的开源语言大模型| 52 | |16|面壁智能|[CPM](https://live.openbmb.org/),[CPM-Bee](https://github.com/OpenBMB/CPM-Bee)|北京|通用|✔|[面壁智能](https://modelbest.cn/),[CPM-Bee-10B](https://huggingface.co/openbmb/cpm-bee-10b),OpenBMB| 53 | |17|元象科技|[XVERSE-7B](https://github.com/xverse-ai/XVERSE-7B), [XVERSE-13B](https://github.com/xverse-ai/XVERSE-13B), [XVERSE-65B](https://github.com/xverse-ai/XVERSE-65B)|广东深圳|通用|✔|| 54 | |18|腾讯|[混元](https://hunyuan.tencent.com/)|广东深圳 |通用|✔ | | 55 | |19|云知声|[山海](https://shanhai.unisound.com/) | 北京|医学|✔|| 56 | |20|东北大学|[TechGPT-2.0](https://github.com/neukg/TechGPT-2.0), [TechGPT](https://github.com/neukg/TechGPT)|辽宁沈阳|科研|✔|TechGPT->BELLE->[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)，图谱构建和阅读理解问答| 57 | |21|IDEA研究院|[封神榜MindBot](https://fengshenbang-lm.com/),[ziya-coding](https://huggingface.co/IDEA-CCNL/Ziya-Coding-15B-v1) |广东深圳|通用|✔|[姜子牙](https://huggingface.co/IDEA-CCNL/Ziya-LLaMA-13B-v1.1)系列模型 ,ziya-coding代码大模型| 58 | |22|零一万物|[Yi](https://github.com/01-ai/Yi)|北京|通用|✔|6B和34B开源模型| 59 | |23|360| [智脑](https://ai.360.cn/),[一见](https://github.com/360CVGroup/SEEChat)| 北京|通用|✔|| 60 | |24|VIVO|[BlueLM](https://github.com/vivo-ai-lab/BlueLM)|广东东莞|通用|✔|开源7B模型| 61 | |25|浪潮信息|[源2.0](https://github.com/IEIT-Yuan/Yuan-2.0)|山东济南|通用|✔|[源1.0](https://github.com/Shawn-Inspur/Yuan-1.0)，源2.0包含2B，51B和102B的开源大模型| 62 | |26|北京大学信息工程学院|[ChatLaw](https://github.com/PKU-YuanGroup/ChatLaw)|北京|法律|✔|[ChatLaw-13B](https://huggingface.co/JessyTsu1/ChatLaw-13B)基于Ziya-LLaMA-13B-v1->LLaMA,[ChatLaw-33B](https://huggingface.co/JessyTsu1/ChatLaw-33B)基于Anima33B->Guanaco->[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)| 63 | |27|中国科学院计算技术研究所|[百聆](https://github.com/ictnlp/BayLing)|北京|科研|✔|基于 [LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)，权重Diff下载[7B](https://huggingface.co/ICTNLP/bayling-7b-diff)和[13B](https://huggingface.co/ICTNLP/bayling-13b-diff),[demo](http://nlp.ict.ac.cn/bayling/demo/) | 64 | |28|好未来|[MathGPT](https://www.mathgpt.com/) |北京|教育|✔|学而思| 65 | |29|晓多科技+国家超算成都中心|[晓模型XPT](https://xpt.xiaoduoai.com)|四川成都|客服|✔|[试用申请](https://xpt.xiaoduoai.com/)| 66 | |30|昆仑万维 | [天工Skywork](https://github.com/SkyworkAI/Skywork)| 北京|通用|✔|开源且可商用，无需单独申请，Skywork是由昆仑万维集团·天工团队开发的一系列大型模型，本次开源的模型有Skywork-13B-Base模型、Skywork-13B-Chat模型、Skywork-13B-Math模型和Skywork-13B-MM模型| 67 | |31|中国科学院成都计算机应用研究所|[聚宝盆](https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese)|四川成都|金融|✔|基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)的金融大模型| 68 | |32|华南理工大学未来技术学院 |[灵心](https://github.com/scutcyr/SoulChat)|广东广州|医学|✔|心理健康大模型灵心SoulChat| 69 | |33|虎博科技|[TigerBot](https://github.com/TigerResearch/TigerBot)|上海|金融|✔|基于[BLOOM](https://mp.weixin.qq.com/s/ia-yrmXbnlooRA3K1hoTwQ)| 70 | |34|度小满|[轩辕](https://huggingface.co/xyz-nlp/XuanYuan2.0) |北京|金融|✔|基于[BLOOM](https://mp.weixin.qq.com/s/ia-yrmXbnlooRA3K1hoTwQ)| 71 | |35|北京交通大学|[致远](https://github.com/DUOMO/TransGPT)|北京|交通运输|✔|[TransGPT・致远](https://huggingface.co/DUOMO-Lab/TransGPT-v0)，基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)-7B| 72 | |36|恒生电子|[LightGPT](https://www.hundsun.com/lightgpt)|浙江杭州|金融|✔| [与浙大合作的NL2SQL](https://arxiv.org/abs/2307.07306)| 73 | |37|哈尔滨工业大学|[本草](https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese)|黑龙江哈尔滨|医疗|✔|本草基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)；另有基于 ChatGLM 的[Med-ChatGLM](https://github.com/SCIR-HI/Med-ChatGLM)| 74 | |38|左手医生|[左医GPT](https://mp.weixin.qq.com/s/Tv9nIG_9K-Lf5AKatjichA)|北京|医学|✔|医疗，[试用需Key](https://gpt.zuoshouyisheng.com/)| 75 | |39|上海科技大学|[DoctorGLM](https://github.com/xionghonglin/DoctorGLM)|上海|医学|✔|医学大模型，[论文](https://arxiv.org/pdf/2304.01097.pdf)| 76 | |40|华东师范大学 |[EduChat](https://github.com/icalk-nlp/EduChat)|上海|教育|✔|基于Baichuan-13B的教学教育大模型| 77 | |41|艾写科技|[Anima](https://github.com/lyogavin/Anima)|浙江杭州|营销|✔|基于Guanaco->基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)，使用QLoRA| 78 | |42|澳门理工大学|[XrayGLM](https://github.com/WangRongsheng/XrayGLM),[IvyGPT](https://github.com/WangRongsheng/IvyGPT)|澳门|医疗|✔|IvyGPT基于ChatGLM2，XrayGLM基于VisualGLM-6B| 79 | |43|北京语言大学|[桃李](https://github.com/blcuicall/taoli) |北京|教育|✔|基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA),北语+清华+东北、北京交大| 80 | |44|贝壳|[BELLE](https://github.com/LianjiaTech/BELLE)|北京|垂直|✔|基于BLOOMZ或[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)的多个模型| 81 | |45|稀宇科技|[ABAB](https://api.minimax.chat/)|上海|通用|✔|GLOW虚拟社交,MiniMax，备案名是应事| 82 | |46|北京大学信息工程学院|[Chat-UniVi](https://github.com/PKU-YuanGroup/Chat-UniVi)|北京|科研|✔|基于Vicuna(7B,13B)->Llama-2| 83 | |47|港中文深圳|[华佗](https://github.com/FreedomIntelligence/HuatuoGPT)，[凤凰](https://github.com/FreedomIntelligence/LLMZoo)|广东深圳|医学|✔|香港中文大学（深圳）和深圳市大数据研究院，医学,[Demo](https://www.huatuogpt.cn/),华佗和凤凰都基于BLOOMZ| 84 | |48|香港科技大学|[罗宾Robin](https://huggingface.co/OptimalScale)|香港|科研|✔|基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA),[港科大开源LMFlow](https://github.com/OptimalScale/LMFlow)| 85 | |49|网易有道|[子曰](https://aicenter.youdao.com/)|北京|教育|✔|推荐[有道速读](https://read.youdao.com/),读论文的利器| 86 | |50|智媒开源研究院| [智媒](https://github.com/IMOSR/Media-LLaMA)|广东深圳|媒体|✔|基于LLaMA，面向自媒体| 87 | |51|元语智能|[ChatYuan](https://github.com/clue-ai/ChatYuan)|浙江杭州|通用|✔|| 88 | |52|蚂蚁集团|贞仪|浙江杭州|金融|✘|| 89 | |53|硅基智能|[炎帝](https://mp.weixin.qq.com/s/XNu3UrSKm4jy1ayJJ6-HMg)|江苏南京|文旅|✘|| 90 | |54|西湖心辰|[西湖](https://xinchenai.com/)|浙江杭州|科研|✔| | 91 | |55|国家超级计算天津中心|[天河天元](https://mp.weixin.qq.com/s/A9jnnL3-LjcDLsDD2PCa6g)|天津|通用|✘ | | 92 | |56|星环科技|[无涯、求索](https://mp.weixin.qq.com/s/6rYmk58OypU_Wwu0L7-nTw)|上海|金融|✘ |无涯——金融；求索——大数据分析| 93 | |57|清博智能 | [先问](https://mp.weixin.qq.com/s/Et-nVHjxDP3W-PFWmDo3YQ)| 北京|农业|✘|基于结构化数据| 94 | |58|智子引擎 | [元乘象](https://chatimg.aixiaoqingxu.com/)|江苏南京 |客服|✔|| 95 | |59|拓世科技 |[拓世](https://tskjgroup.com/article_news?id=822) |江西南昌 |金融|✘|| 96 | |60|中科闻歌|[雅意2.0](https://github.com/wenge-research/YAYI2)|北京|通用|✔|[雅意2.0：参数30B，240TB多源基础数据，2.65T词元](https://arxiv.org/abs/2312.14862), [雅意](https://github.com/wenge-research/YAYI)基于 LLaMA-2-7B| 97 | |61|上海交通大学|[白玉兰](https://mp.weixin.qq.com/s/3eON8L4b7-d-1URwgdR6Bg)|上海|科学|✔|[Demo](https://k2.acemap.info/)，GeoLLaMA，基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)，[HuggingFace](https://huggingface.co/daven3/k2_it_adapter) | 98 | |62|第四范式|[式说](https://www.4paradigm.com/product/SageGPT.html)|北京|客服|✔|| 99 | |63|拓尔思|[拓天](https://mp.weixin.qq.com/s/beQardxjpner6vvk_LTOJA)|北京 |媒体|✘ |TRSGPT | 100 | |64|出门问问|[序列猴子](https://write.mobvoi.com/) |北京 |营销|✔| | 101 | |65|数说故事|[SocialGPT](https://mp.weixin.qq.com/s/Tt3dcwefIvdlyB_IwaFYRQ)|广东广州|社交|✘| | 102 | |66|云从科技|[从容](https://www.cloudwalk.com/news/show/id/178)|广东广州|政务|✔|| 103 | |67|创业黑马|[天启](https://mp.weixin.qq.com/s/lYqCe9skc0MOSzmmTiGAug)|北京 |创投|✘ | 创业黑马与360合作,科创服务行业| 104 | |68|哈尔滨工业大学|[活字](https://github.com/hit-scir/huozi)|黑龙江哈尔滨|通用|✔|基于BLOOM-7B进行 SFT（1.0）和RLHF（2.0）的模型，[RLHF数据集](https://github.com/HIT-SCIR/huozi/raw/main/data/huozi_rlhf_data.csv)| 105 | |69|北京大学知识计算实验室|[CodeShell](https://github.com/WisdomShell/codeshell)|北京|代码|✔|CodeShell是北京大学知识计算实验室联合四川天府银行AI团队研发的多语言代码大模型基座| 106 | |70|浙江大学|[启真](https://github.com/CMKRG/QiZhenGPT)|浙江杭州|医学|✔|QiZhen-CaMA-13B基于KnowLM，QiZhen-ChatGLM-6B，QiZhen-Chinese-LLaMA-7B，[数据集1](https://github.com/CMKRG/QiZhenGPT/blob/main/data/eval/%E8%8D%AF%E5%93%81%E9%80%82%E5%BA%94%E7%97%87%E8%AF%84%E6%B5%8B%E6%95%B0%E6%8D%AE%E9%9B%86.csv)，[数据集2](https://github.com/CMKRG/QiZhenGPT/blob/main/data/train/sft-20k.json)| 107 | |71|浙江大学|[TableGPT](https://github.com/ZJU-M3/TableGPT-techreport)|浙江杭州|科研|✔|无代码没公开模型权重| 108 | |72|浙江大学|[智海-录问](https://github.com/zhihaiLLM/wisdomInterrogatory)|浙江杭州|司法|✔|基于Baichuan-7B的智海-录问(wisdomInterrogatory)是由浙江大学、阿里巴巴达摩院以及华院计算三家单位共同设计研发的法律大模型| 109 | |73|浙江大学|[智海-三乐](https://github.com/zhihaiLLM/wisdomBot)|浙江杭州|教育|✔|基于Qwen-7B的智海-三乐是由浙江大学与高等教育出版社联合阿里云计算有限公司、华院计算等单位共同设计研发的教育大模型| 110 | |74|文因互联|文因|安徽合肥|金融|✘| 金融大模型| 111 | |75|深思考人工智能|[Dongni](https://www.dongni.ai/)|北京|媒体|✔| | 112 | |76|医疗算网|Uni-talk|上海|医学|✘|上海联通+华山医院+上海超算中心+华为| 113 | |77|澜舟科技| [孟子](https://www.langboat.com/portal/mengzi-model) | 北京|金融|✔|| 114 | |78|中山大学|[流萤](https://github.com/yangjianxin1/Firefly)系列|广东广州|通用|✔|微调了多个模型，如firefly-mixtral-8x7b、firefly-baichuan2-13b、Firefly-LLaMA2-Chinese等| 115 | |79|香港中文大学|[PointLLM](https://github.com/OpenRobotLab/PointLLM)|香港|通用|✔|港中文+上海AI实验室+浙大| 116 | |80|清华大学|[NowcastNet](https://www.nature.com/articles/s41586-023-06184-4)|北京|科研|✔| [气象,临近预报大模型](https://mp.weixin.qq.com/s/MwJWjCLNqJM3lZ33RwK4Bg)| 117 | |81|鹏城实验室|鹏城·脑海|广东深圳|科研|✘|Peng Cheng Mind| 118 | |82|清华大学|[LexiLaw](https://github.com/CSHaitao/LexiLaw)|北京|司法|✔|基于ChatGLM-6B微调| 119 | |83|智臻智能|[华藏](https://mp.weixin.qq.com/s/MZO2tvun05WnJkSe0seJnw)|上海|客服|✘|小i机器人| 120 | |84|南京农业大学|[荀子](https://github.com/Xunzi-LLM-of-Chinese-classics/XunziALLM)|江苏南京|文旅|✔|中国古代典籍跨语言知识库构建及应用研究，基于QWen-7B，开源| 121 | |85|山东大学|[夫子•明察](https://github.com/irlab-sdu/fuzi.mingcha)|山东济南|司法|✔|山东大学+浪潮云+中国政法大学，基于ChatGLM，无监督司法语料（各类判决文书、法律法规等）与有监督司法微调数据（包括法律问答、类案检索）训练而成| 122 | |86|数慧时空|[长城](https://mp.weixin.qq.com/s/KYB-noOt7gB0l5hh-rwfkQ)|北京|地球科学 |✘ |自然资源，遥感| 123 | |87|台智云|[福尔摩斯FFM](https://tws.twcc.ai/afs/) |台湾|工业|✔|华硕子公司| 124 | |88|知乎|知海图|北京|媒体|✘ |知乎和面壁科技合作| 125 | |89|网易伏羲|玉言|广东广州 |通用|✘ | | 126 | |90|清睿智能|[ArynGPT](https://mp.weixin.qq.com/s/FFRfzwoXBM2dGs9O7F-Z5A) | 江苏苏州|教育|✘|| 127 | |91|微盟|[WAI](https://wai.weimob.com/)|上海|商业|✔|| 128 | |92|大连理工大学信息检索研究室|[太令](https://github.com/DUTIR-LegalIntelligence/Tailing)|辽宁大连|司法|✔|基于Qwen-7B| 129 | |93|奇点智源| [天工智力](https://openapi.singularity-ai.com/)|北京 |通用|✔|[瑶光和天枢](https://openapi.singularity-ai.com/index.html#/documentIndex)| 130 | |94|京东|[言犀](https://www.jdcloud.com/cn/news/detail/1235)|北京|商业|✘|| 131 | |95|云起无垠|[SecGPT](https://github.com/Clouditera/secgpt)|北京|信息安全|✔|基于的Baichuan-13B网络安全大模型，[数据集](https://huggingface.co/datasets/w8ay/security-paper-datasets)| 132 | |96|思必驰|[DFM-2](https://mp.weixin.qq.com/s/FxLw5UfJpYS1tCPDMkhvXA)|江苏苏州|工业|✘|| 133 | |97|中国科学院计算机网络信息中心|[MatChat](https://github.com/materialsCnicCas/CASMatChat)|北京|材料|✔|基于LLaMA，论文[MatChat: A Large Language Model and Application Service Platform for Materials Science](https://iopscience.iop.org/article/10.1088/1674-1056/ad04cb)| 134 | |98|北京交通大学计算机与信息技术学院|[TCMLLM](https://github.com/2020MEAI/TCMLLM)|北京|医疗|✔|基于ChatGLM-6B微调的中医药大模型| 135 | |99|蚂蚁集团|[TestGPT-7B](https://github.com/codefuse-ai/Test-Agent)|浙江杭州|运维|✔|基于CodeLlama-7B测试域大模型，多语言测试用例生成、测试用例Assert补全| 136 | |100|华南理工大学未来技术学院|[扁鹊](https://github.com/scutcyr/BianQue)|广东广州|医疗|✔|扁鹊-1.0（BianQue-1.0）基于ChatYuan-large-v2，扁鹊-2.0（BianQue-2.0）基于ChatGLM-6B| 137 | |101|麒麟合盛 |[天燕AiLMe](https://www.apusai.com/) |北京|运维|✔| | 138 | |102|智象未来|智象|北京|科研|✘|视觉多模态生成式大模型| 139 | |103|乐言科技|乐言 |上海 |客服| ✘| | 140 | |104|沪渝人工智能研究院|[兆言](https://mp.weixin.qq.com/s/RtcdWGrfIW5unyvxVplCSg)|重庆|科研|✘|也称：上海交通大学重庆人工智能研究院| 141 | |105|中央广播电视总台|央视听|北京|媒体|✘|央视听媒体大模型CMG Media GPT| 142 | |106|超对称技术公司| [乾元](https://bbt.ssymmetry.com/)|北京|金融|✔|| 143 | |107|蜜度|[文修](https://mp.weixin.qq.com/s/aHSw9Kxib3Zj84qDGn3Dyg)|上海|媒体|✘|智能校对| 144 | |108|中国电子云|[星智](https://mp.weixin.qq.com/s/qNoTD4BY2DX5ziSe1ZPSLw)|湖北武汉|政务|✘|政务大模型| 145 | |109|浙江大学|[PromptProtein](https://github.com/HICAI-ZJU/PromptProtein)|浙江杭州|科研|✔|| 146 | |110|东北大学数据挖掘实验室|[PICA](https://github.com/NEU-DataMining/PICA)|辽宁沈阳|医疗|✔|基于ChatGLM2-6B的情感大模型| 147 | |111|携程|问道|上海|文旅|✘|旅游行业大模型| 148 | |112|实在智能 |塔斯|浙江杭州|客服|✘| TARS| 149 | |113|瑞泊|[VIDYA](http://xraybot.com/col.jsp?id=103)|北京|工业|✔| | 150 | |114|有连云|麒麟|上海|金融|✘| | 151 | |115|维智科技|CityGPT|上海|公共服务|✘|城市大模型| 152 | |116|用友|YonGPT|北京|企业服务|✘| | 153 | |117|天云数据|Elpis|北京|金融|✘|证券法律法规| 154 | |118|孩子王|KidsGPT|江苏南京|教育|✘| | 155 | |119|佳都科技 |佳都知行 | 广东广州|交通运输|✘|交通领域| 156 | |120|今立方|12333|福建厦门|政务|✘|人社领域| 157 | |121|阳光保险集团|正言|广东深圳|金融|✘|| 158 | |122|中科创达|魔方Rubik|北京|工业|✘| | 159 | |123|聆心智能|CharacterGLM|北京|游戏|✘|| 160 | |124|大经中医|岐黄问道|江苏南京|医疗|✘| | 161 | |125|蒙牛|MENGNIU.GPT|内蒙古呼和浩特|食品|✘| | 162 | |126|快商通|汉朝|福建厦门|营销|✘| | 163 | |127|众合科技|UniChat|浙江杭州|交通运输|✘| | 164 | |128|金蝶|苍穹|广东深圳|企业服务|✘| | 165 | |129|华东理工大学X-D Lab|[漫谈](https://github.com/X-D-Lab/MindChat)|上海|医疗|✔|MindChat(漫谈): 心理大模型，基于QWen-7B| 166 | |130|华东理工大学X-D Lab|[孙思邈](https://github.com/X-D-Lab/Sunsimiao)|上海|医疗|✔|基于baichuan-7B| 167 | |131|小米|MiLM-6B|北京|商业|✘| | 168 | |132|长虹|长虹超脑，云帆|四川绵阳|媒体|✘| | 169 | |133|开普云|[开悟](https://www.kaipuyun.cn/kp/c100630/kaiwu.shtml)|广东东莞|政务|✔| | 170 | |134|赛灵力科技 |达尔文|广东广州|医学|✘|赛灵力,清华珠三角研究院,赛业生物,大湾区科技创新服务中心| 171 | |135|航旅纵横|千穰大模型|北京|民航|✘|航旅纵横APP上需要PLUS会员才能使用| 172 | |136|奇安信|Q-GPT|北京|信息安全|✘| | 173 | |137|车之谷|叆谷|山东青岛|汽车|✘|汽车后服务加油站场景| 174 | |138|索贝时代|明眸|四川成都|媒体|✘| | 175 | |139|华东师范大学心理健康与危机干预重点实验室|[EmoGPT](https://mp.weixin.qq.com/s/xP-qm5YUj8fZD9YQ7t08NQ)|上海|医疗|✘|EmoGPT是上海市心理健康与危机干预重点实验室与镜象科技公司合作完成| 176 | |140|南方科技大学|[SUS-Chat-34B](https://wisemodel.cn/models/SUSTech/SUS-Chat-34B) |广东广州|通用|✔|基于Yi-34B，使用1.4B token的高质量复杂指令数据微调| 177 | |141|复旦DISC|[DISC-FinLLM](https://github.com/FudanDISC/DISC-FinLLM)|上海|金融|✔|基于Baichuan-13B-Chat| 178 | |142|蚂蚁集团|[DevOps-Model](https://github.com/codefuse-ai/CodeFuse-DevOps-Model)|浙江杭州|运维|✔|基于Qwen的中文开发运维大模型（7B，14B）| 179 | |143|中国科学技术大学|[ChiMed-GPT](https://github.com/synlp/ChiMed-GPT)|安徽合肥|医疗|✔|基于 Ziya-v2 的中文医疗大型语言模型| 180 | |144|创业邦|BangChat|北京|创投|✘|产业、企业和投资行业| 181 | |145|新华三H3C|百业灵犀|浙江杭州|工业|✘|| 182 | |146|作业帮|银河|广东广州|教育|✘|极目未来| 183 | |147|企查查|知彼阿尔法 |江苏苏州 |商业|✘|| 184 | |148|绿盟|风云卫|北京|网络安全|✘|NSFGPT| 185 | |149|江苏欧软|WISE|江苏苏州|工业|✘|WISE工业大模型| 186 | |150|创新奇智|奇智孔明|山东青岛|工业|✘|工业大模型AInno-15B，ChatRobot，ChatBI，ChatDoc| 187 | |151|大汉软件|星汉|江苏南京|政务|✘|“星汉”Galaxy大模型| 188 | |152|零点有数|零点楷模|北京|政务|✘|| 189 | |153|国农生猪大数据中心|PIGGPT|重庆|农业|✘|| 190 | |154|微脉|CareGPT|浙江杭州|医疗|✘|| 191 | |155|吉大正元|昆仑|吉林长春|信息安全|✘|| 192 | |156|武汉大学|[CheeseChat](https://www.ithome.com/0/695/295.htm)|湖北武汉|教育|✘|内测招募，仅限武汉大学在校师生申请| 193 | |157|方正电子|魔方|北京|媒体|✘|聚焦媒体市场需求| 194 | |158|似然实验室|TraderGPT|广东广州|金融|✘|金融持仓分析大模型| 195 | |159|网易智企|商河|广东广州|客服|✘|客服领域行业大模型| 196 | |160|深圳供电局|祝融2.0|广东深圳|电力|✘|电力行业首个多模态预训练大模型| 197 | |161|万兴科技|天幕|西藏拉萨|媒体|✘|以视频创意应用为核心| 198 | |162|惟远智能|千机百智|广东深圳|客服|✘|| 199 | |163|兔展智能|兔灵|广东深圳|营销|✘|| 200 | |164|中国科学技术大学|[UniDoc](https://arxiv.org/pdf/2308.11592.pdf)|安徽合肥|通用|✘|中科大&字节,统一的文字-图像理解大模型| 201 | |165|钢谷网|谷蚁|陕西西安|电商|✘|钢铁行业电商| 202 | |166|浪潮海岳|inGPT|山东济南|企业服务|​✘|| 203 | |167|木卫四科技|蝴蝶|北京|汽车|✘| | 204 | |168|汇通达网络|汇通达|江苏南京|企业服务|✘|下沉市场零售行业企业客户的交易和服务的互联网平台,农村电商服务| 205 | |169|九章云极|元识|北京|企业服务|✘|基于生成式AI能力打造各行业企业级应用| 206 | |170|汉王|天地|北京|法律|✘| | 207 | |171|南京审计大学|审元|江苏南京|审计|✘| | 208 | |172|天翼云|慧泽|北京|政务|✘|“慧泽”依托国云智算底座、在贵阳市人民政府政务场景和数据支持下推出的首个天翼云行业大模型| 209 | |173|北京大学行为与空间智能实验室|[PlanGPT](https://arxiv.org/abs/2402.19273)|北京|城市规划|✘| | 210 | |174|吉林大学|棱镜|吉林长春|通用|✘| | 211 | |175|慧安股份|蜂巢知元|北京|工业|✘| | 212 | |176|VIVO|蓝心|广东东莞|消费电子|✘| | 213 | |177|元年科技|方舟GPT|北京|企业服务|✘| | 214 | |178|电科数字|智弈|上海|水利|✘|| 215 | |179|云天励飞|天书|广东深圳|政务|✘|| 216 | |180|北京理工大学东南信息技术研究院|明德|福建莆田|通用|✘|MindLLM| 217 | |181|恩博科技|林海思绪|江苏南京|林业|✘|南京恩博科技、中国林业科学研究院资源信息研究所、东北林业大学、南京林业大学联合发布了“多模态、行业级应用增强大模型——[林海思绪大模型1.0](https://mp.weixin.qq.com/s/zi3GdZ9G69gs81jIkHAmVA)”| 218 | |182|亿嘉和|YJH-LM|江苏南京|消费电子|✘|YJH-LM技术已在商用清洁机器人上完成功能测试| 219 | |183|大华股份|星汉|浙江杭州|城市治理|✘|以视觉为核心，融合多模态能力，构建面向行业的大模型| 220 | |184|福建医科大学孟超肝胆医院|孟超|福建福州|医疗|✘|面向肝病和肝癌的医疗大模型| 221 | |185|中文在线|中文逍遥|北京|文旅|✘|小说创作| 222 | |186|CCAI宁波中心|iChainGPT|浙江宁波|企业服务|✘|产业链大模型iChainGPT| 223 | |187|光启慧语|光语|上海|医疗|✘|光启慧语正式发布了与复旦大学附属中山医院（以下简称 " 中山医院 "）联合开发的多模态医疗大模型| 224 | |188|安恒信息|恒脑|浙江杭州|信息安全|✘|恒脑安全大模型具备恶意代码检测、威胁情报分析、自动化安全编排响应和安全教育等能力| 225 | |189|容联云|赤兔|北京|客服|✘|客服，营销| 226 | |190|华中科技大学|[Monkey](https://github.com/Yuliang-Liu/Monkey)|湖北武汉|通用|✔|多模态，开源| 227 | |191|美亚柏科|[天擎](https://mp.weixin.qq.com/s/D3ki3G4Q7QZPAVJ8iwTvDg)|福建厦门 |安全|✘|公共安全| 228 | |192|瑞金医学|RJH|上海|医疗|✘|RJH-Base基座大模型、RJH-Med应用大模型，以及多模态大模型| 229 | |192|海通证券|泛海言道|上海|金融|✘| | 230 | |193|马上消费|天镜|重庆|金融|✘|零售金融| 231 | |194|海尔|HomeGPT|山东青岛|智能家居|✘| | 232 | |195|招商轮船|ShippingGPT|广东深圳|航运|✘| | 233 | |196|厦门大学|南强·慧眼|福建厦门|航运|✘| | 234 | |197|康亲控股|保生·妙算|福建厦门|医疗|✘| | 235 | |198|九思软件|智联|北京|企业服务|✘| | 236 | |199|丽阳神州|丽阳神州|山东济南|家政|✘| | 237 | |200|香港科技大学|[InvestLM](https://github.com/AbaciNLP/InvestLM)|香港|金融|✔|基于LLaMA-65B| 238 | |201|华东师范大学化学与分子工程学院|ChemGPT|上海|科研|✘| | 239 | |202|百度|[灵医Bot](https://01.baidu.com/)|北京|医疗|✔|基于文心一言| 240 | |203|上海市人工智能实验室|[浦医](https://github.com/openmedlab)|上海|医疗|✔|| 241 | |204|上海交通大学|[K2](https://github.com/davendw49/k2)|上海|地球科学|✔|[Demo](https://k2.acemap.info/)，GeoLLaMA，基于[LLaMA](https://mp.weixin.qq.com/s/dKInMi6P80GXecUtR3WQsA)，[HuggingFace](https://huggingface.co/daven3/k2_it_adapter) | 242 | |205|金睛云华|CyberGPT|辽宁沈阳|企业服务|✘|| 243 | |206|中国煤科西安研究院|GeoGPT|陕西西安|矿业|✘|| 244 | |207|医渡科技|医渡|北京|医疗|✘|| 245 | |208|云问科技|云中问道|江苏南京|营销|✘|与西安未来AI计算中心联合发布| 246 | |209|天壤智能|小白|上海|通用|✘| | 247 | |210|理想科技|大道Dao|北京|运维|✘|运维大模型| 248 | |211|中国联通 |鸿湖|北京|通信|✘|| 249 | |212|中国移动|九天,九天•众擎| 北京|通信|✘|九天•众擎基座大模型| 250 | |213|中国电信|TeleChat,启明|北京|通信|✘|“启明”网络大模型| 251 | |214|慧言科技+天津大学|[海河·谛听](https://mp.weixin.qq.com/s/FCnXXmT0jRfk4tTRIAK9FA) |天津|科研 |✘| | 252 | |215|电科太极 |[小可](https://mp.weixin.qq.com/s/8ci7g7R9j3pxkQC4UOLh2A) |北京|政务|✘|党政企行业应用 | 253 | |215|联汇科技 |欧姆|浙江杭州 |通用|✔|[OmModel欧姆多模态（视觉语言）大模型](https://om.linker.cc/)| 254 | |216|电信智科|[星河](https://mp.weixin.qq.com/s/ntd0z5CJOY6peou4bOVJqA)|北京|通信|✘|通用视觉，中国电信| 255 | |217|追一科技|[博文Bowen](https://mp.weixin.qq.com/s/cYVh6K6edmColgMEOaGFKg)|广东深圳|客服 |✘ | | 256 | |218|二元工业|妆舟|江苏苏州|日化|✘|回答化妆、护肤和服饰搭配等问题，日化行业从业人员提供从产品开发、行业服务到品牌建设等指导| 257 | |219|白海科技|白聚易|北京|营销|✘|营销传播专家多模态预训练模型IMC-GPT（白聚易）| 258 | |220|中国农业银行|[小数ChatABC](https://mp.weixin.qq.com/s/CXyZRIqhwrcGAKxzUC-qgg) |北京|金融|✘| | 259 | |221|循环智能| [盘古](https://www.rcrai.com/product/ai/pangu)|北京|客服|✔|循环智能,清华大学,华为 | 260 | |222|医联科技|[medGPT](https://www.medlinker.com/news/198)|四川成都|医学|✘| | 261 | |223|印象笔记|[大象GPT](https://mp.weixin.qq.com/s/O3nRSKBM29bCWKuRRi_PBg)|北京 |媒体| ✘| | 262 | |224|理想汽车|MindGPT|北京 |工业|✘| | 263 | |225|上海交通大学人工智能研究院|BAI-Law-13B|上海|司法| ✘|白玉兰系列| 264 | |226|上海交通大学人工智能研究院|BAI-Chem 2.0|上海|科研| ✘|白玉兰系列| 265 | |227|腾讯|[ChartLlama](https://github.com/tingxueronghua/ChartLlama-code)|广东深圳|科研|✔|图表理解和生成任务的多模态大型语言模型| 266 | |228|哈尔滨工业大学（深圳）|[九天](https://github.com/rshaojimmy/JiuTian)|广东深圳|科研|✔|九天JiuTian-LION的多模态大语言模型| 267 | |229|阅文集团|妙笔|上海|文旅|✘| 网文大模型| 268 | |230|中工互联|[智工](https://mp.weixin.qq.com/s/ANsZeqj4V_NeVCquwX-aSQ)|北京|工业|✘|与复旦NLP实验室联合，工业领域| 269 | |231|智慧眼|[砭石](https://mp.weixin.qq.com/s/lid0nUBwXEdoUhnw_guteA)|湖南长沙|医学|✘|医疗领域| 270 | |232|宇视科技|[梧桐](https://mp.weixin.qq.com/s/H8FsrEyJsIijy0Cowyu3GQ)|浙江杭州|运维|✘|AIoT行业 | 271 | |233|红棉小冰|红棉小冰|北京|通用|✘|原微软小冰| 272 | |234|北京信工博特智能|BotGPT|北京|政务|✘|| 273 | |235|秘塔科技|MetaLLM|上海|司法|✘|秘塔写作猫产品| 274 | |236|月之暗面|Moonshot|北京|通用|[Moonshot AI](https://www.moonshot.cn/)|“长文本”大模型 支持20万字输入| 275 | |237|中兴通讯|星云|广东深圳|代码|✘|| 276 | |238|万翼科技|卓灵|广东深圳|建筑|✘|万科子公司| 277 | |239|西北工业大学|[秦岭·翱翔](https://www.nwpu.edu.cn/info/1198/65828.htm) |陕西西安|工业|✘|流体力学大模型,湍流+流场 | 278 | |240|北京航空航天大学智能交通技术与系统实验室|TrafficGPT|北京|交通运输|✘|| 279 | |241|格创东智|章鱼智脑|广东广州|工业制造|✘|工业智能大模型引擎底座——章鱼智脑OctopusGPT| 280 | |242|浙江大学|智海-金磐|浙江杭州|金融|✘|| 281 | |243|中国农业大学|神农|北京|农业|✘|| 282 | |244|山西大学、山西农业大学|[后稷](https://github.com/zhiweihu1103/AgriMa)|太原|农业|✘|| 基于[Baichuan](https://huggingface.co/baichuan-inc) 283 | |245|山西农业大学|[稷丰](https://github.com/zhiweihu1103/AgriAgent)|太原|农业|✘|| 基于[MiniCPM-Llama3-V 2.5](https://github.com/OpenBMB/MiniCPM-V) 284 | 285 | 286 | ## 国外大模型 287 | 288 | 289 | |公司|大模型|说明| 290 | |:-|:-|:-| 291 | |OpenAI|[ChatGPT](https://chat.openai.com/chat)| ChatGPT-4支持Plugins，Code Interpreter| 292 | |微软|[Bing Chat](https://bing.com/chat)|搜索增强，有三种模式| 293 | |Google|[PaLM2](https://ai.google/discover/palm2),[Bard](https://bard.google.com/),[Gemini多模态大模型](https://mp.weixin.qq.com/s/IpDC3qv0xHhZAY5JgRKlvg)|Gemini技术报告：[英文版](https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdf),中文版[Part1](https://mp.weixin.qq.com/s/fcsbsveTkdADpaTnAuA6DA)、[Part2](https://mp.weixin.qq.com/s/tYp9wOnIkK0LpL2ne8rybA)、[Part3](https://mp.weixin.qq.com/s/zyqgoGkXLvtAC7miD5K7wQ)| 294 | |Anthropic|[Claude](https://claude.ai/)|Claude 2,支持读入pdf、txt、csv等文件进行分析、总结和问答等| 295 | |Meta|[LLaMA](https://github.com/facebookresearch/llama),[LLaMA-2](https://huggingface.co/meta-llama), CodeLLaMA|最强开源开放大模型，月活用户小于7亿的组织和个人可随意商用| 296 | |Stability AI|[StableLM](https://github.com/Stability-AI/StableLM)|| 297 | |Amazon|[Titan](https://aws.amazon.com/cn/bedrock/titan/)| 298 | |Bloomberg|[BloombergGPT](https://www.bloomberg.com/company/press/bloomberggpt-50-billion-parameter-llm-tuned-finance/)|| 299 | |MosaicML|[MPT](https://www.mosaicml.com/blog/mpt-7b)|| 300 | |Intel|Aurora genAI|| 301 | |UC Berkeley, Microsoft Research|[Gorilla](https://gorilla.cs.berkeley.edu/)|| 302 | |inflection.ai|[Inflection-1](https://inflection.ai/inflection-1)| 303 | |xAI|Grōk|[从OpenAI 到xAI](https://mp.weixin.qq.com/s/SJvuRIPG8K0Hg15gbqCN4w)| 304 | |cohere|[Cohere](https://cohere.com/)|| 305 | |Scale AI|[Scale](https://scale.com/)|| 306 | |character ai|[Character](https://beta.character.ai/)|| 307 | |Colossal-AI|[ColossalChat](https://chat.colossalai.org/)|| 308 | |Nvidia|[ChipNeMo](https://d1qx31qr3h6wln.cloudfront.net/publications/ChipNeMo%20%2824%29.pdf)|| 309 | 310 | 311 | 312 | 313 | 314 | # 微信公众号：走向未来 315 | 316 | 欢迎扫码关注微信公众：**走向未来**，公众号专注于分享AGI、大模型、知识图谱、深度学习、强化学习等技术、系统架构、应用场景和案例等内容。 317 | 318 | ![](imgs/the-land-of-future.jpeg) 319 | 320 | 321 | # 珠峰书 322 | 323 | 珠峰书《知识图谱：认知智能理论与实战》一书全面介绍了知识图谱的构建技术、存储技术和应用技术、Transformer、图神经网络等内容，欢迎购买。具体来说，包括： 324 | - 知识图谱模式设计、知识抽取、图数据库、知识计算、知识推理、知识问答、知识推荐等全方面的内容 325 | - 详细介绍了Transformer模型细节和实现方法，是大模型的基础技术 326 | - 国内首本提到向量数据库的书籍 327 | - 简要介绍了多模态知识融合的内容，书中以“月亮”为例，提出应当把图片的月亮、各种不同语言的文本月亮和和月亮的读音等，都应当融合到同一个知识点中。这正是多模态大模型所做的。 328 | - 其他一些关于神经科学、脑科学和哲学中对智能的思考 329 | 330 | ![](imgs/kgbook.png) 331 | 332 | -------------------------------------------------------------------------------- /imgs/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wgwang/awesome-LLMs-In-China/f2a1119ca2dc01c9c3585dd49a5983fea3efecf5/imgs/.DS_Store -------------------------------------------------------------------------------- /imgs/WechatIMG190.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wgwang/awesome-LLMs-In-China/f2a1119ca2dc01c9c3585dd49a5983fea3efecf5/imgs/WechatIMG190.jpeg -------------------------------------------------------------------------------- /imgs/WechatIMG191.jpeg: -------------------------------------------------------------------------------- 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