ChatGPT

Exploring potential of Large Language Model such as ChatGPT with prompting and end-to-end examples.

Projects

Todo

• [ ] Fine-tune GPT2
• [ ] Try RLHF on smaller model (shows before and after)

ChatGPT

• ChatGPT: Optimizing Language Models for Dialogue
  • Try ChatGPT
  • InstructGPT - Aligning Language Models to Follow Instructions
• acheong08/ChatGPT: Reverse engineered ChatGPT API

News

Summary / Collections

• EwingYangs/awesome-open-gpt: Collection of Open Source Projects Related to GPT，GPT相关开源项目合集🚀、精选🔥🔥

Third-Party API

• mmabrouk/chatgpt-wrapper: API for interacting with ChatGPT using Python and from Shell.
• transitive-bullshit/chatgpt-api: Node.js client for the unofficial ChatGPT API. 🔥

Free

• ztjhz/FreeChatGPT: An amazing open-source web app that allows you to play with OpenAI's ChatGPT API for free!
  • Free ChatGPT
• ayaka14732/ChatGPTAPIFree: A simple and open-source proxy API that allows you to access OpenAI's ChatGPT API for free!

ChatGPT Prompt

• f/awesome-chatgpt-prompts: This repo includes ChatGPT prompt curation to use ChatGPT better.
• PlexPt/awesome-chatgpt-prompts-zh: ChatGPT 中文调教指南。怎么让它听你的话。

ChatGPT Applications

• LinXueyuanStdio/chatgpt-review-rebuttal-extension: ChatGPT - Review & Rebuttal: A browser extension for generating reviews and rebuttals, powered by ChatGPT.
• hwchase17/notion-qa
• arc53/DocsGPT: GPT-powered chat for documentation search & assistance.

Open Sourced LLM

• facebookresearch/llama: Inference code for LLaMA models
  • ggerganov/llama.cpp: Port of Facebook's LLaMA model in C/C++
  • abetlen/llama-cpp-python: Python bindings for llama.cpp
  • Lightning-AI/lit-llama: Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
  • alexrozanski/LlamaChat: Chat with your favourite LLaMA models in a native macOS app
• Stanford Alpaca
  • tatsu-lab/stanford_alpaca: Code and documentation to train Stanford's Alpaca models, and generate the data.
  • antimatter15/alpaca.cpp: Locally run an Instruction-Tuned Chat-Style LLM
  • ViperX7/Alpaca-Turbo: Web UI to run alpaca model locally
• BlinkDL/ChatRWKV: ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
• nomic-ai/gpt4all: gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
• Vicuna
  • Vicuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality | by the Team with members from UC Berkeley, CMU, Stanford, and UC San Diego
  • Vicuna Installation Guide | TroubleChute Hub
  • NEW POWERFUL Local ChatGPT 🤯 Mindblowing Unrestricted GPT-4 | Vicuna - YouTube
  • lm-sys/FastChat: The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

ChatBot Framework

• LangChain
• RasaHQ/rasa: 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Wrapper / Client / UI

• dice2o/BingGPT: Desktop application of new Bing's AI-powered chat (Windows, macOS and Linux)

Helper

• domeccleston/sharegpt: Easily share permanent links to ChatGPT conversations with your friends
• zilliztech/GPTCache: GPTCache is a library for creating semantic cache to store responses from LLM queries.

Performance Efficiency

• Jittor
  • Jittor(计图): 即时编译深度学习框架 — Jittor

GPT3

• karpathy/nanoGPT: The simplest, fastest repository for training/finetuning medium-sized GPTs.

Prompt Engineering

• dair-ai/Prompt-Engineering-Guide: Guide and resources for prompt engineering

GPT4 / ChatGPT + Image

• Instruction-Tuning-with-GPT-4/GPT-4-LLM
  • Instruction Tuning with GPT-4
  • [2304.03277] Instruction Tuning with GPT-4
• Vision-CAIR/MiniGPT-4: MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
• haotian-liu/LLaVA: Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
• 【生成式AI】GPT-4 來了! GPT-4 這次有什麼神奇的能力呢？ - YouTube

Todo

Try Projects

• [ ] jerryjliu/gpt_index: GPT Index is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.
• [X] hwchase17/langchain: ⚡ Building applications with LLMs through composability ⚡
  • [ ] hwchase17/notion-qa

Read Papers

• [ ] InstructGPT - Aligning Language Models to Follow Instructions
• Prompts related
  • ...

Tutorials

• [ ] Hung-yi Lee Videos...
• [ ] LangChain Boldhead