awesome_openllm.md

Awesome opengpt

• Awesome opengpt
• English
  • Foundation
    • BLOOM
    • Mosaic pretrained transformers (MPT)
    • h2oGPT
    • LLaMA
    • Falcon
    • Pythia
    • Other
  • Finetuning
    • Vicuna
    • Alpaca
    • Dolly
    • Misc
• Mulitlingual (chinese)
  • Foundation
    • Xverse
    • Qwen
    • Baichuan
    • ChatGLM
  • Finetuning
  • Other
• Extra
• Toolkits
• Extra reference

English

Foundation

• miqu-1-70b - miqudev 🤗

• H2O-Danube-1.8B Technical Report, arXiv, 2401.16818, arxiv, pdf, cication: -1

  Philipp Singer, Pascal Pfeiffer, Yauhen Babakhin, Maximilian Jeblick, Nischay Dhankhar, Gabor Fodor, Sri Satish Ambati

• Smaug-34B-v0.1 - abacusai 🤗

• bagel-34b-v0.2 - jondurbin 🤗

• TinyLlama: An Open-Source Small Language Model, arXiv, 2401.02385, arxiv, pdf, cication: -1

  Peiyuan Zhang, Guangtao Zeng, Tianduo Wang, Wei Lu · (TinyLlama - jzhang38)

• TigerBot: An Open Multilingual Multitask LLM, arXiv, 2312.08688, arxiv, pdf, cication: -1

  Ye Chen, Wei Cai, Liangmin Wu, Xiaowei Li, Zhanxuan Xin, Cong Fu

• DeciLM-7B - Deci 🤗

• DeciLM-7B-instruct - Deci 🤗

  · (huggingface)

• LLM360: Towards Fully Transparent Open-Source LLMs, arXiv, 2312.06550, arxiv, pdf, cication: -1

  Zhengzhong Liu, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar

  • https://www.llm360.ai

• GPT4All: An Ecosystem of Open Source Compressed Language Models, arXiv, 2311.04931, arxiv, pdf, cication: -1

  Yuvanesh Anand, Zach Nussbaum, Adam Treat, Aaron Miller, Richard Guo, Ben Schmidt, GPT4All Community, Brandon Duderstadt, Andriy Mulyar · (gpt4all - nomic-ai)

• OpenChat: Advancing Open-source Language Models with Mixed-Quality Data, arXiv, 2309.11235, arxiv, pdf, cication: -1

  Guan Wang, Sijie Cheng, Xianyuan Zhan, Xiangang Li, Sen Song, Yang Liu · (openchat - imoneoi) · (huggingface) · (openchat)

• Zephyr: Direct Distillation of LM Alignment, arXiv, 2310.16944, arxiv, pdf, cication: 1

  Lewis Tunstall, Edward Beeching, Nathan Lambert, Nazneen Rajani, Kashif Rasul, Younes Belkada, Shengyi Huang, Leandro von Werra, Clémentine Fourrier, Nathan Habib · (alignment-handbook - huggingface)

• H2O Open Ecosystem for State-of-the-art Large Language Models, arXiv, 2310.13012, arxiv, pdf, cication: -1

  Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Chun Ming Lee, Marcos V. Conde

• BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model, arXiv, 2309.11568, arxiv, pdf, cication: -1

  Nolan Dey, Daria Soboleva, Faisal Al-Khateeb, Bowen Yang, Ribhu Pathria, Hemant Khachane, Shaheer Muhammad, Zhiming, Chen, Robert Myers

• OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch, arXiv, 2309.10706, arxiv, pdf, cication: -1

  Juntao Li, Zecheng Tang, Yuyang Ding, Pinzheng Wang, Pei Guo, Wangjie You, Dan Qiao, Wenliang Chen, Guohong Fu, Qiaoming Zhu · (openba - opennlg)

• XGen-7B Technical Report, arXiv, 2309.03450, arxiv, pdf, cication: 3

  Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause

• FLM-101B: An Open LLM and How to Train It with $100K Budget, arXiv, 2309.03852, arxiv, pdf, cication: 3

  Xiang Li, Yiqun Yao, Xin Jiang, Xuezhi Fang, Xuying Meng, Siqi Fan, Peng Han, Jing Li, Li Du, Bowen Qin · (huggingface)

• adept-inference - persimmon-ai-labs

  Inference code for Persimmon-8B

• WizardLM - nlpxucan

  Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder

• FreeWilly2 - stabilityai 🤗

• xgen - salesforce

  Salesforce open-source LLMs with 8k sequence length.

• PolyLM: An Open Source Polyglot Large Language Model, arXiv, 2307.06018, arxiv, pdf, cication: 5

  Xiangpeng Wei, Haoran Wei, Huan Lin, Tianhao Li, Pei Zhang, Xingzhang Ren, Mei Li, Yu Wan, Zhiwei Cao, Binbin Xie

• A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models, arXiv, 2306.02254, arxiv, pdf, cication: -1

  Hyunwoong Ko, Kichang Yang, Minho Ryu, Taekyoon Choi, Seungmu Yang, Jiwung Hyun, Sungho Park, Kyubyong Park

• Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models, arXiv, 2308.14149, arxiv, pdf, cication: -1

  Kaiyuan Gao, Sunan He, Zhenyu He, Jiacheng Lin, QiZhi Pei, Jie Shao, Wei Zhang · (gpt_alternatives - GPT-Alternatives) · (jiqizhixin)

OLMo

• OLMo: Accelerating the Science of Language Models, arXiv, 2402.00838, arxiv, pdf, cication: -1

  Dirk Groeneveld, Iz Beltagy, Pete Walsh, Akshita Bhagia, Rodney Kinney, Oyvind Tafjord, Ananya Harsh Jha, Hamish Ivison, Ian Magnusson, Yizhong Wang · (OLMo - allenai) · (allenai) · (allenai)

• OLMo-7B - allenai 🤗

Phi

• phi-2 - microsoft 🤗

• phi-1_5 - microsoft 🤗

• phi-1 - microsoft 🤗

• phi-2 - randomblock1 🤗

• phixtral-4x2_8 - mlabonne 🤗

Mistral

• mistral-src - mistralai

  Reference implementation of Mistral AI 7B v0.1 model. · (jiqizhixin)

• Mixtral of experts | Mistral AI | Open source models

• mixtral - 🤗

• llama-mistral - dzhulgakov

  Inference code for Mistral and Mixtral hacked up into original Llama implementation

• DiscoLM-mixtral-8x7b-v2 - DiscoResearch 🤗

• Mixtral-8x7B-Instruct-v0.1 - mistralai 🤗

• mixtral-7b-8expert - DiscoResearch 🤗

  · (huggingface)

• mixtral-8x7b-32kseqlen - someone13574 🤗

• mixtral-46.7b-chat - openskyml 🤗

• Mixtral-8x7B-v0.1-GPTQ - TheBloke 🤗

• Mixtral 8x7B on Fireworks: faster, cheaper, even before the official release | by Fireworks.ai | Dec, 2023 | Medium

• MixtralKit - open-compass

  A toolkit for inference and evaluation of 'mixtral-8x7b-32kseqlen' from Mistral AI

• mistral-playground - marcofrodl 🤗

• Mixtral-8x7B-Instruct-v0.1-bnb-4bit - ybelkada 🤗

• notux-8x7b-v1 - argilla 🤗

• mixtral-offloading - dvmazur

  Run Mixtral-8x7B models in Colab or consumer desktops

• mixtral-test-46.7b-chat - johann22 🤗

• Nous-Hermes-2-Mixtral-8x7B-SFT - NousResearch 🤗

  · (jiqizhixin)

• Nous-Hermes-2-Mixtral-8x7B-DPO - NousResearch 🤗

• Nous-Hermes-2-Mixtral-8x7B-DPO-adapter - NousResearch 🤗

• miqu-1-70b - miqudev 🤗

StripedHyena-7B

• StripedHyena-Hessian-7B - togethercomputer 🤗

• StripedHyena-Nous-7B - togethercomputer 🤗

  · (together)

BLOOM

• BLOOMChat-176B-v1-GPTQ - TheBloke 🤗

Mosaic pretrained transformers (MPT)

GitHub - mosaicml/llm-foundry: LLM training code for MosaicML foundation models

• mpt-30b-chat - mosaicml 🤗

h2oGPT

• h2oGPT: Democratizing Large Language Models, arXiv, 2306.08161, arxiv, pdf, cication: -1

  Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Prithvi Prabhu, Jeff Gambera, Mark Landry, Shivam Bansal, Ryan Chesler

LLaMA

• LiteLlama-460M-1T - ahxt 🤗

  · (jiqizhixin)

• Llama-2-7b-chat-mlx - mlx-llama 🤗

• TinyLlama - jzhang38

  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

• llama-recipes - facebookresearch

  Examples and recipes for Llama 2 model · (mp.weixin.qq) · (jiqizhixin) · (mp.weixin.qq) · (d7mv45xi4m.feishu)

• llama2-13b-orca-8k-3319 - OpenAssistant 🤗

• pyllama - juncongmoo

  LLaMA: Open and Efficient Foundation Language Models

• llama-gpt - getumbrel

  A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device.

• LLongMA-2-13b-16k - conceptofmind 🤗

• LLongMA-2-13b - conceptofmind 🤗

• LLongMA-2-7b-16k - conceptofmind 🤗

• Llama 2: an incredible open LLM - by Nathan Lambert

• llama2-webui - liltom-eth

  Run Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Supporting Llama-2-7B/13B/70B with 8-bit, 4-bit. Supporting GPU inference (6 GB VRAM) and CPU inference.

• Fine-tune Llama 2 with DPO

• Flan-Open-Llama-13b - conceptofmind 🤗

• Llama-2 - amitsangani

  All the projects related to Llama

Falcon

• Spread Your Wings: Falcon 180B is here

• Falcon-LLM - Sentdex

  Helper scripts and examples for exploring the Falcon LLM models · (huggingface) · (huggingface)

Pythia

[2304.01373] Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

 · ([pythia](https://github.com/EleutherAI/pythia) - EleutherAI) ![Star](https://img.shields.io/github/stars/EleutherAI/pythia.svg?style=social&label=Star)

Other

• The History of Open-Source LLMs: Imitation and Alignment (Part Three)

  · (mp.weixin.qq)

• os-llms - blog 🤗

• ​A16Z 刚刚官宣支持8个开源人工智能社区

• 开源大型语言模型(llm)总结

Finetuning

Vicuna

• Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning, arXiv, 2307.02053, arxiv, pdf, cication: 3

  Deepanway Ghosal, Yew Ken Chia, Navonil Majumder, Soujanya Poria

• FastChat - lm-sys

  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

Alpaca

• stanford_alpaca - tatsu-lab

  Code and documentation to train Stanford's Alpaca models, and generate the data. · (crfm.stanford)

Dolly

• dolly - databrickslabs

  Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform · (huggingface) · (databricks)

Misc

• Beagle14-7B - mlabonne 🤗

• Improving Open-Source LLMs - Datasets, Merging and Stacking - The Abacus.AI Blog

• CrystalChat - LLM360 🤗

• btlm-3b-8k-chat - cerebras 🤗

• stablelm-zephyr-3b - stabilityai 🤗

  · (huggingface)

• smol-7b - rishiraj 🤗

• LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion, arXiv, 2306.02561, arxiv, pdf, cication: -1

  Dongfu Jiang, Xiang Ren, Bill Yuchen Lin · (huggingface) · (LLM-Blender - yuchenlin)

• Intel Neural-Chat 7b: Fine-Tuning on Gaudi2 for Top LLM Performance

• Starling-7B: Increasing LLM Helpfulness & Harmlessness with RLAIF

• sparse-llama-gsm8k - neuralmagic 🤗

• DeciLM-6b - Deci 🤗

• GOAT-7B-Community - GOAT-AI 🤗

• openchat - imoneoi

  OpenChat: Less is More for Open-source Models · (mp.weixin.qq)

• GPT-4-LLM - Instruction-Tuning-with-GPT-4

  Instruction Tuning with GPT-4

• Instruction Tuning with GPT-4, arXiv, 2304.03277, arxiv, pdf, cication: 182

  Baolin Peng, Chunyuan Li, Pengcheng He, Michel Galley, Jianfeng Gao · (instruction-tuning-with-gpt-4.github)

• deepseek-coder-7b-instruct - deepseek-ai 🤗

• UltraChat - thunlp

  Large-scale, Informative, and Diverse Multi-round Chat Data (and Models) · (mp.weixin.qq) · (qbitai)

• How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources, arXiv, 2306.04751, arxiv, pdf, cication: 40

  Yizhong Wang, Hamish Ivison, Pradeep Dasigi, Jack Hessel, Tushar Khot, Khyathi Raghavi Chandu, David Wadden, Kelsey MacMillan, Noah A. Smith, Iz Beltagy · (jiqizhixin) · (open-instruct - allenai)

Mulitlingual (chinese)

Foundation

• MiniCPM - OpenBMB

  MiniCPM-2.4B: An end-side LLM outperforms Llama2-13B.

  · (huggingface)

• iFlytekSpark-13B: 讯飞星火开源-13B（iFlytekSpark-13B）

• Orion-14B: Open-source Multilingual Large Language Models, arXiv, 2401.12246, arxiv, pdf, cication: -1

  Du Chen, Yi Huang, Xiaopu Li, Yongqiang Li, Yongqiang Liu, Haihui Pan, Leichao Xu, Dacheng Zhang, Zhipeng Zhang, Kun Han

• Orion - OrionStarAI

  Orion-14B is a family of models includes a 14B foundation LLM, and a series of models: a chat model, a long context model, a quantized model, a RAG fine-tuned model, and an Agent fine-tuned model. Orion-14B 系列模型包括一个具有140亿参数的多语言基座大模型以及一系列相关的衍生模型，包括对话模型，长文本模型，量化模型，RAG微调模型，Agent微调模型等。 · (Orion - OrionStarAI)

• TeleChat Technical Report, arXiv, 2401.03804, arxiv, pdf, cication: -1

  Zihan Wang, Xinzhang Liu, Shixuan Liu, Yitong Yao, Yuyao Huang, Zhongjiang He, Xuelong Li, Yongxiang Li, Zhonghao Che, Zhaoxi Zhang

• YAYI 2: Multilingual Open-Source Large Language Models, arXiv, 2312.14862, arxiv, pdf, cication: -1

  Yin Luo, Qingchao Kong, Nan Xu, Jia Cao, Bao Hao, Baoyu Qu, Bo Chen, Chao Zhu, Chenyang Zhao, Donglei Zhang

• SeaLLMs -- Large Language Models for Southeast Asia, arXiv, 2312.00738, arxiv, pdf, cication: -1

  Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu

  · (SeaLLMs - DAMO-NLP-SG)

• YUAN 2.0: A Large Language Model with Localized Filtering-based Attention, arXiv, 2311.15786, arxiv, pdf, cication: -1

  Shaohua Wu, Xudong Zhao, Shenling Wang, Jiangang Luo, Lingjun Li, Xi Chen, Bing Zhao, Wei Wang, Tong Yu, Rongguo Zhang · (Yuan-2.0 - IEIT-Yuan)

• Ziya2: Data-centric Learning is All LLMs Need, arXiv, 2311.03301, arxiv, pdf, cication: -1

  Ruyi Gan, Ziwei Wu, Renliang Sun, Junyu Lu, Xiaojun Wu, Dixiang Zhang, Kunhao Pan, Ping Yang, Qi Yang, Jiaxing Zhang

  · (huggingface)

• Skywork: A More Open Bilingual Foundation Model, arXiv, 2310.19341, arxiv, pdf, cication: 1

  Tianwen Wei, Liang Zhao, Lichang Zhang, Bo Zhu, Lijie Wang, Haihua Yang, Biye Li, Cheng Cheng, Weiwei Lü, Rui Hu · (jiqizhixin) · (qbitai) · (skywork - skyworkai)

• Aquila2 - FlagAI-Open

  The official repo of Aquila2 series proposed by BAAI, including pretrained & chat large language models. · (mp.weixin.qq)

• ColossalAI - hpcaitech

  Making large AI models cheaper, faster and more accessible · (qbitai)

• VisCPM - OpenBMB

  基于CPM基础模型的中英双语多模态大模型系列 · (jiqizhixin)

Yi-01

• Yi - 01-ai

  A series of large language models trained from scratch by developers @01-ai

  · (jiqizhixin)

InterLM

• InternLM - InternLM

  InternLM has open-sourced a 7 billion parameter base model, a chat model tailored for practical scenarios and the training system. · (qbitai) · (qbitai)

  · (mp.weixin.qq) · (huggingface)

• internlm2-chat-7b - internlm 🤗

DeepSeek

• DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence, arXiv, 2401.14196, arxiv, pdf, cication: -1

  Daya Guo, Qihao Zhu, Dejian Yang, Zhenda Xie, Kai Dong, Wentao Zhang, Guanting Chen, Xiao Bi, Y. Wu, Y. K. Li

• DeepSeek-MoE - deepseek-ai

  · (huggingface)

• DeepSeek-LLM - deepseek-ai

  DeepSeek LLM: Let there be answers · (huggingface) · (mp.weixin.qq)

Xverse

• GitHub - xverse-ai/XVERSE-65B: XVERSE-65B: A multilingual large language model developed by XVERSE Technology Inc.

  · (huggingface) · (jiqizhixin)

• XVERSE-13B - xverse-ai

  XVERSE-13B: A multilingual large language model developed by XVERSE Technology Inc. · (qbitai) · (huggingface)

• xverse/XVERSE-13B-256K · Hugging Face

Qwen

• Qwen - QwenLM

  The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

  • 国产720亿参数开源免费模型来了！对标Llama2 70B，一手实测在此 | 量子位

• Qwen-7B - QwenLM

  The official repo of Qwen-7B (通义千问-7B) chat & pretrained large language model proposed by Alibaba Cloud. · (mp.weixin.qq) · (qbitai)

• Qwen-72B-Chat-Demo - Qwen 🤗

Baichuan

• Baichuan 2: Open Large-scale Language Models, arXiv, 2309.10305, arxiv, pdf, cication: 16

  Aiyuan Yang, Bin Xiao, Bingning Wang, Borong Zhang, Ce Bian, Chao Yin, Chenxu Lv, Da Pan, Dian Wang, Dong Yan · (Baichuan2 - baichuan-inc) · (cdn.baichuan-ai) · (mp.weixin.qq) · (jiqizhixin)

• Baichuan-13B - baichuan-inc

  A 13B large language model developed by Baichuan Intelligent Technology · (mp.weixin.qq)

• baichuan-7B - baichuan-inc

  A large-scale 7B pretraining language model developed by BaiChuan-Inc.

ChatGLM

• ChatGLM3 - THUDM

  ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型 · (qbitai)

• ChatGLM2-6B - THUDM

  ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 · (qbitai)

• chatglm.cpp - li-plus

  C++ implementation of ChatGLM-6B & ChatGLM2-6B

• TigerBot - TigerResearch

  TigerBot: A multi-language multi-task LLM · (qbitai)

Finetuning

• Aurora:Activating Chinese chat capability for Mistral-8x7B sparse Mixture-of-Experts through Instruction-Tuning, arXiv, 2312.14557, arxiv, pdf, cication: -1

  Rongsheng Wang, Haoming Chen, Ruizhe Zhou, Yaofei Duan, Kunyan Cai, Han Ma, Jiaxi Cui, Jian Li, Patrick Cheong-Iao Pang, Yapeng Wang

  · (Aurora - WangRongsheng)

• Taiwan-LLaMa - MiuLab

  Traditional Mandarin LLMs for Taiwan

• Chinese-LLaMA-Alpaca-2 - ymcui

  中文LLaMA-2 & Alpaca-2大语言模型 (Chinese LLaMA-2 & Alpaca-2 LLMs)

• TransGPT - DUOMO

  · (jiqizhixin)

• Llama2-Chinese - FlagAlpha

  Llama中文社区，最好的中文Llama大模型，完全开源可商用

• Chinese-Llama-2-7b - LinkSoul-AI

  开源社区第一个能下载、能运行的中文 LLaMA2 模型！

• ChatGLM-Efficient-Tuning - hiyouga

  Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

• BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models, arXiv, 2306.10968, arxiv, pdf, cication: -1

  Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen · (jiqizhixin) · (BayLing - ictnlp) · (huggingface)

Other

• Gemini: A Family of Highly Capable Multimodal Models

• LLMs-In-China - wgwang

  中国大模型

• 中文大语言模型赶考：商汤与上海AI Lab等新发布「书生·浦语」 | 机器之心

• ChatGLM2保姆级微调教程_哔哩哔哩_bilibili

  · (mp.weixin.qq)

Extra

• CroissantLLM: A Truly Bilingual French-English Language Model, arXiv, 2402.00786, arxiv, pdf, cication: -1

  Manuel Faysse, Patrick Fernandes, Nuno Guerreiro, António Loison, Duarte Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Martins

• MaLA-500: Massive Language Adaptation of Large Language Models, arXiv, 2401.13303, arxiv, pdf, cication: -1

  Peiqin Lin, Shaoxiong Ji, Jörg Tiedemann, André F. T. Martins, Hinrich Schütze · (huggingface)

• Multilingual Instruction Tuning With Just a Pinch of Multilinguality, arXiv, 2401.01854, arxiv, pdf, cication: -1

  Uri Shaham, Jonathan Herzig, Roee Aharoni, Idan Szpektor, Reut Tsarfaty, Matan Eyal

• LLaMA Beyond English: An Empirical Study on Language Capability Transfer, arXiv, 2401.01055, arxiv, pdf, cication: -1

  Jun Zhao, Zhihao Zhang, Qi Zhang, Tao Gui, Xuanjing Huang

• 2023, year of open LLMs

• FinGPT: Large Generative Models for a Small Language, arXiv, 2311.05640, arxiv, pdf, cication: -1

  Risto Luukkonen, Ville Komulainen, Jouni Luoma, Anni Eskelinen, Jenna Kanerva, Hanna-Mari Kupari, Filip Ginter, Veronika Laippala, Niklas Muennighoff, Aleksandra Piktus · (turkunlp)

Toolkits

• LLMZoo - FreedomIntelligence

  ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

Extra reference

• LLM Collection | Prompt Engineering Guide

• open-llms - eugeneyan

  📋 A list of open LLMs available for commercial use.

• List of Open Sourced Fine-Tuned Large Language Models (LLM) | by Sung Kim | Medium

• Awesome-Chinese-LLM - HqWu-HITCS

  整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

• self-llm - datawhalechina

  《开源大模型食用指南》基于AutoDL快速部署开源大模型，更适合中国宝宝的部署教程