AI/AGI: LLM(large language model), NLP(Natural Language Processing), ChatGPT

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AI 时代:

• ✅️ AI(Artificial intelligence): 人工智能
• ✅️ AGI(Artificial General Intelligence): 通用人工智能
• ✅️ AIGC(AI Generated Content): 人工智能自动生成内容
  • 专业生产内容（PGC, Professional-generated Content）
  • 用户生产内容（UGC, User-generated Content）
• ✅️ Deep learning: 深度学习

LLM 大语言模型

• ✅️ LLM(large language model): 大语言模型
• ✅️ zhihu - 通向AGI之路：大型语言模型（LLM）技术精要
• ✅️ NVIDIA - 探索 NVIDIA NeMo 大型語言模型服務

Awesome:

• ✅️ https://github.com/Hannibal046/Awesome-LLM
• ✅️ https://github.com/LudwigStumpp/llm-leaderboard

LLM 大模型排名:

• ✅️ https://lmsys.org/blog/2023-05-10-leaderboard/
• ✅️ https://lmsys.org/blog/2023-05-03-arena/
• ✅️ https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard
• ✅️ https://accubits.com/large-language-models-leaderboard/

NLP 自然语言处理

• ✅️ NLP(Natural Language Processing): 自然语言处理
• ✅️ amazon - 什么是自然语言处理（NLP）？
• ✅️ https://github.com/topics/nlp
• ✅️ https://github.com/keon/awesome-nlp

Deep learning 深度学习

• ✅️ nvidia - 深度学习软件
• ✅️ nvidia - 深度学习框架
  • PyTorch: 首选
  • TensorFlow

学习资源:

• https://github.com/apachecn/ailearning

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ChatGPT(OpenAI):

• https://openai.com/
• https://openai.com/product/chatgpt
• https://openai.com/product/gpt-4
• https://www.zhihu.com/topic/20083046/hot

API:

• https://platform.openai.com/docs/introduction
• https://platform.openai.com/docs/api-reference

examples:

• https://platform.openai.com/examples

reference:

• https://github.com/yzfly/awesome-chatgpt-zh
• 知乎 - ChatGPT

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LLM:

topics:

• https://github.com/topics/artificial-intelligence
• https://github.com/topics/ai
• https://github.com/topics/large-language-models
• https://github.com/topics/llm

awesome:

• https://github.com/ymcui/Chinese-LLaMA-Alpaca
• https://github.com/AMAI-GmbH/AI-Expert-Roadmap
• https://github.com/eugeneyan/open-llms

projects:

• https://github.com/Significant-Gravitas/Auto-GPT
• https://github.com/ZuzooVn/machine-learning-for-software-engineers

🔥️ langchain:

• ✅️ https://github.com/hwchase17/langchain
• ✅️ https://github.com/imClumsyPanda/langchain-ChatGLM
• ✅️ https://liaokong.gitbook.io/llm-kai-fa-jiao-cheng/#dui-chao-chang-wen-ben-jin-hang-zong-jie
• ✅️ 如何使用 Langchain 免费运行 ChatGPT 插件

awesome:

• ✅️ https://www.langchain.asia/

🔥️ Chroma:

• ✅️ https://github.com/chroma-core/chroma
• ✅️ 向量数据库, 必备

🔥️ Voyager

• https://github.com/MineDojo/Voyager
• https://github.com/better-py/annotated-voyager
  • 源码注解

voice

• https://github.com/babysor/MockingBird

LocalAI

• https://github.com/go-skynet/LocalAI

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