Awesome-AIGC

AIGC资料汇总学习，持续更新......
https://github.com/wshzd/Awesome-AIGC

Last synced: 4 days ago
JSON representation

LLM体验效果&专业评估
- 访谈&视频
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  - [主页
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  - [blog - lab.github.io/alpaca_eval)]，[[code](https://github.com/tatsu-lab/alpaca_eval)]
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  - [主页 - LIT/ceval)]，[[blog](https://mp.weixin.qq.com/s/4560jl7ctWmHz3xGVIKkRw)]
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  - [主页
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LLM博客、论文以及代码
- LLM部署
  - [blog
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  - [blog
  - [paper
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  - [blog
  - [paper - e.github.io/)]，[[twitter](https://twitter.com/DannyDriess/status/1632904675124035585)]，[[video](https://mp.weixin.qq.com/s/yZt3sEQPzVjnIvqXsNOnPA )]
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  - [slices
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  - [paper - lab/opinions_qa)]
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  - [方案一 - long.151/)]
  - [中文blog - architectures-for-llm-applications/)]
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  - [blog
文本生成
- ChatYuan
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- ChatGPT
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  - [原文blog
  - [paper
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  - [code
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  - [官网
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  - [paper
  - [paper - Robot-Manipulation-Prompts )]
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  - [code
  - [blog - husky/chatgpt_academic)]，[[demo](https://huggingface.co/spaces/qingxu98/gpt-academic)]
  - [Einstein GPT地址
  - [paper
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  - [paper - CAIR/ChatCaptioner)]
  - [paper - YB-A )]
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  - [paper - research/flan)]
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  - [paper - teacher)]
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  - [paper - llm )]
  - [code
  - [paper - science/mm-cot)]
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  - ChatGPT_Inference_Cost
  - ChatGPT_Official_API_Learning
  - ChatGPT_Parameter_is_not_175B
  - ChatGPT_Road_Map_from_yao.fu
  - Lessons_Learned_from_ChatGPT_Recurrence
  - LLM_Pre-training_Guide（Bloom-175B）
  - The_guide_of_training_LLM
  - [官网地址 - gpt )]，[[Hugging Face地址 ](https://huggingface.co/cerebras )]
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  - [paper - CAIR/ChatCaptioner)]
  - [paper - YB-A )]
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  - [paper - teacher)]
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  - [paper - llm )]
  - [code
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  - [Einstein GPT地址
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  - [paper - Robot-Manipulation-Prompts )]
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  - [paper - science/mm-cot)]
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  - [paper - CAIR/ChatCaptioner)]
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  - [paper - teacher)]
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  - [paper - teacher)]
- FrugalGPT
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- OpenAssistant
  - [官网 - AI/Open-Assistant)]，[[dataset](https://huggingface.co/datasets/OpenAssistant/oasst1)]，[[youtube](https://youtu.be/ddG2fM9i4Kk)]
  - [官网 - AI/Open-Assistant)]，[[dataset](https://huggingface.co/datasets/OpenAssistant/oasst1)]，[[youtube](https://youtu.be/ddG2fM9i4Kk)]
- GPT4
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  - GPT4技术细节
  - GPT4技术关键点总结
  - [原始paper - cdn.baai.ac.cn/file/file-browser/waTXJn85fm3FPyDXpsZ4faGk47trjjYb.pdf)]，[[blog](https://mp.weixin.qq.com/s/H1RVdH0fmwM0GjfV3uvd4g)]
  - [paper - ai/gpt4all)]
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  - [blog - 4-architecture-infrastructure)]
  - [paper - tuning-with-gpt-4.github.io/)]
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  - GPT4技术细节
  - GPT4和ChatGPT的效果对比
  - The Ultimate GPT-4 Guide
  - [原始paper - cdn.baai.ac.cn/file/file-browser/waTXJn85fm3FPyDXpsZ4faGk47trjjYb.pdf)]，[[blog](https://mp.weixin.qq.com/s/H1RVdH0fmwM0GjfV3uvd4g)]
  - [paper - ai/gpt4all)]
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  - [原始paper - cdn.baai.ac.cn/file/file-browser/waTXJn85fm3FPyDXpsZ4faGk47trjjYb.pdf)]，[[blog](https://mp.weixin.qq.com/s/H1RVdH0fmwM0GjfV3uvd4g)]
- ChatGLM-6B以及扩展
  - [blog - GIT/ChatGLM-6B-Engineering/)]
  - [blog1
  - [blog - GIT/ChatGLM-6B-Engineering/)]
  - [blog
  - [blog
- Anima
  - [blog
- Baize
  - [blog - baize/baize/blob/main/README.md)]，[[demo](https://huggingface.co/spaces/project-baize/baize-lora-7B)]
- baichuan以及扩展
  - [blog - inc/baichuan-7B)]，[[code](https://github.com/baichuan-inc/baichuan-7B)]，[[Model Scope](https://modelscope.cn/models/baichuan-inc/baichuan-7B/summary)]，[[C-EVAL](https://cevalbenchmark.com/static/leaderboard_zh.html)]
  - 使用Firefly项目中的QLoRA训练流程，在moss-003-sft-data百万多轮指令数据上进行了指令微调baichuan-7b模型 - baichuan-7b-qlora-sft)]，[[code](https://github.com/baichuan-inc/baichuan-7B)]，[[Model Scope](https://modelscope.cn/models/baichuan-inc/baichuan-7B/summary)]，[[C-EVAL](https://cevalbenchmark.com/static/leaderboard_zh.html)]
- ChatDB
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- BLOOM
  - [blog - bloom-inference/tree/main)]，[[huggingface](https://huggingface.co/bigscience/bloom)]
- BiomedGPT
  - [paper
- Claude 2
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- Copilot X
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- ColossalAI
  - [blog
- CPM-Bee
  - [blog - Bee)]，[[HuggingFace](https://huggingface.co/openbmb/cpm-bee-10b)]
- Dolly
  - [blog
- Dolly2.0
  - [blog_en
- GPT3.5
  - [试用地址
  - [试用地址
  - [试用地址
- LLM as Controller
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- MiniGPT-4
  - [主页 - CAIR/MiniGPT-4/blob/main/MiniGPT_4.pdf )]，[[code](https://github.com/Vision-CAIR/MiniGPT-4 )]，[[video](https://youtu.be/__tftoxpBAw )]，[[dataset](https://drive.google.com/file/d/1nJXhoEcy3KTExr17I7BXqY5Y9Lx_-n-9/view )]，[[Demo](https://6b89c70eb5e14dca33.gradio.live/)]，[[Demo1](https://b2517615b965687635.gradio.live/ )]，[[Demo2](https://c8de8ff74b6a6c6a9b.gradio.live/ )]，[[Demo3](https://0a111504e072685259.gradio.live/)]，[[Demo4](https://90bc0bac96e6457e8f.gradio.live/)]
  - [主页 - CAIR/MiniGPT-4/blob/main/MiniGPT_4.pdf )]，[[code](https://github.com/Vision-CAIR/MiniGPT-4 )]，[[video](https://youtu.be/__tftoxpBAw )]，[[dataset](https://drive.google.com/file/d/1nJXhoEcy3KTExr17I7BXqY5Y9Lx_-n-9/view )]，[[Demo](https://6b89c70eb5e14dca33.gradio.live/)]，[[Demo1](https://b2517615b965687635.gradio.live/ )]，[[Demo2](https://c8de8ff74b6a6c6a9b.gradio.live/ )]，[[Demo3](https://0a111504e072685259.gradio.live/)]，[[Demo4](https://90bc0bac96e6457e8f.gradio.live/)]
- MOSS
  - [blog - RLHF/)]，[[测试链接](https://huggingface.co/spaces/togethercomputer/OpenChatKit)]，[[模型权重](https://huggingface.co/togethercomputer/GPT-NeoXT-Chat-Base-20B)]，[[数据集](https://laion.ai/blog/oig-dataset/ )]
  - [blog - RLHF/)]，[[测试链接](https://huggingface.co/spaces/togethercomputer/OpenChatKit)]，[[模型权重](https://huggingface.co/togethercomputer/GPT-NeoXT-Chat-Base-20B)]，[[数据集](https://laion.ai/blog/oig-dataset/ )]
- OpenChatKit
  - [blog - RLHF/paper/SecretsOfRLHFPart1.pdf)]
- LLaMA以及扩展
  - [code
  - [blog_zh
  - [paper - HI/Huatuo-Llama-Med-Chinese)]，[[blog1](https://mp.weixin.qq.com/s/TYpc_63qDlR6MwscxCKKhA)]，[[blog2](https://mp.weixin.qq.com/s/iuQANmwCS7AXQRik7HwQPg)]
  - [blog
  - [paper
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  - [paper
  - [blog - LlaMA2](https://github.com/michael-wzhu/Chinese-LlaMA2)]
  - [blog
  - [blog
  - [blog - lab/stanford_alpaca)]
  - [blog
  - [code
  - [官网地址
  - [blog_zh
  - [paper
  - [blog
  - [blog
  - [blog
  - [blog_zh
  - [code
  - [paper
  - [blog - lab/stanford_alpaca)]
  - [blog
  - [blog
  - [blog - LlaMA2](https://github.com/michael-wzhu/Chinese-LlaMA2)]
  - [blog - lab/stanford_alpaca)]
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  - [blog - LlaMA2](https://github.com/michael-wzhu/Chinese-LlaMA2)]
  - [blog - lab/stanford_alpaca)]
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  - [blog - LlaMA2](https://github.com/michael-wzhu/Chinese-LlaMA2)]
  - [blog
  - [blog - LlaMA2](https://github.com/michael-wzhu/Chinese-LlaMA2)]
  - [blog - lab/stanford_alpaca)]
  - [paper - HI/Huatuo-Llama-Med-Chinese)]，[[blog1](https://mp.weixin.qq.com/s/TYpc_63qDlR6MwscxCKKhA)]，[[blog2](https://mp.weixin.qq.com/s/iuQANmwCS7AXQRik7HwQPg)]
  - [paper
- WebCPM
  - [paper
AIGC视频会议&访谈
- 智源社区
  - [link
  - [link
  - [link
  - [link
  - [link
  - [link
- 访谈&视频
LLM垂直领域大模型
- 医疗
  - [blog - 023-06291-2)]
  - [code
  - [paper
- 金融
  - [blog - foundation/fingpt)]
- 环境
  - [blog - 023-06184-4)]
- 网络安全
  - [blog
- 交通
  - [blog
- 其他
  - [paper
- 法律
  - [blog
  - [blog
LLM文本检测
- 其他
  - [paper - detection-paraphrases)]
  - [paper
  - [paper
  - [blog
  - [blog
  - [paper
  - [paper - detection-paraphrases)]
  - [paper
LLM长文本解决方案
- 其他
  - [blog
  - [paper - cn/RecurrentGPT)]，[[blog](https://mp.weixin.qq.com/s/5UVTwSWgoz7uhozMeps3EQ)]，[[demo1](https://www.aiwaves.org/recurrentgpt (长篇小说写作))]，[[demo2](https://www.aiwaves.org/interactivefiction (交互式小说))]
  - [blog
  - [blog
  - [blog
LLM可控性与安全
- 其他
  - [paper
  - [blog
  - [blog - 0uMGGq10R?usp=sharing&ref=blog.mithrilsecurity.io)]
  - [blog - attacks/llm-attacks)]
LLM训练、微调、优化以及部署
- 其他
  - [官网
- LLM训练
  - [blog
  - [blog
  - [blog
- LLM微调
  - [blog
  - [code
  - [blog
  - [paper
  - [blog
  - [paper - nlp/MeZO)]，[[blog](https://mp.weixin.qq.com/s/JteUpY4fEbENQFvReRLPJg)]
- LLM优化
  - [blog
  - [blog
  - [blog
  - [中文blog
  - [blog
  - [blog
  - [blog
  - [blog
- LLM部署
  - [blog
  - [blog
LLM数据集
- LLM部署
  - [blog - PC数据下载地址](https://huggingface.co/datasets/BAAI/COIG-PC)]，[[COIG数据下载地址](https://huggingface.co/datasets/BAAI/COIG)]
  - [blog
  - [dataset
  - [paper
  - [blog
  - [dataset - AI/Open-Assistant )]
  - [blog
  - [blog
  - [dataset - AI/Open-Assistant )]
Prompt工程
- LLM部署
  - [blog
  - [blog
  - [blog
  - [blog
  - [blog
  - [blog
  - [主页
  - [blog
  - [paper
  - [blog
  - [blog
  - [blog
  - [blog
AGI开源工具&博客&论文
- LLM部署
  - [blog
  - [blog
  - [blog
  - [paper
图像、视频生成
- LLaMA以及扩展
  - [blog
  - [blog
  - [blog
  - [模型地址
  - [paper - nuwa.azurewebsites.net/#/ )]
  - [paper
  - [paper
  - [paper
  - [blog
  - [paper
  - [paper
  - [paper
  - [paper
  - [blog
  - [模型地址
  - [paper - nuwa.azurewebsites.net/#/ )]
  - [paper
  - [paper
  - [paper
  - [paper
  - [paper
  - [paper
  - [paper
  - [paper
代码生成
- LLaMA以及扩展
  - [blog
  - [blog - engineer)]
  - [blog
  - [paper
  - [paper
  - [paper
  - [paper
  - [paper
  - [blog
  - [paper
  - [paper
  - [paper
  - [paper - AI-Tree-Search)]，[[官网地址](https://codeaimcts.github.io/)]
  - [blog - engineer)]
语音生成
- LLaMA以及扩展
  - [paper - decoder.com/metas-open-source-ai-musicgen-turns-text-and-melody-into-new-songs/)]，[[demo](https://huggingface.co/spaces/facebook/MusicGen)]
  - [paper - to-audio.github.io)]
  - [paper
  - [blog
多模态生成
- LLaMA以及扩展
  - [blog
  - [demo
  - [paper - vl.github.io/)]
  - [paper - ml/unidiffuser)]
  - [paper
  - [项目地址
  - [paper - 2)]，[[fine-tuing](https://github.com/salesforce/LAVIS)]，[[hugging face spaces](https://hf.co/spaces/Salesforce/BLIP2)]
  - [paper - vl.github.io/)]

Awesome-AIGC

LLM体验效果&专业评估

访谈&视频

LLM博客、论文以及代码

LLM部署

文本生成

ChatYuan

ChatGPT

FrugalGPT

OpenAssistant

GPT4

ChatGLM-6B以及扩展

Anima

Baize

baichuan以及扩展

ChatDB

BLOOM

BiomedGPT

Claude 2

Copilot X

ColossalAI

CPM-Bee

Dolly

Dolly2.0

GPT3.5

LLM as Controller

MiniGPT-4

MOSS

OpenChatKit

LLaMA以及扩展

WebCPM

AIGC视频会议&访谈

智源社区

访谈&视频

LLM垂直领域大模型

医疗

金融

环境

网络安全

交通

其他

法律

LLM文本检测

其他

LLM长文本解决方案

其他

LLM可控性与安全

其他

LLM训练、微调、优化以及部署

其他

LLM训练

LLM微调

LLM优化

LLM部署

LLM数据集

LLM部署

Prompt工程

LLM部署

AGI开源工具&博客&论文

LLM部署

图像、视频生成

LLaMA以及扩展

代码生成

LLaMA以及扩展

语音生成

LLaMA以及扩展

多模态生成

LLaMA以及扩展