/LLMCheatSheet

Personal GitHub repository for stashing resources on Large Language Models (LLM), including Jupyter Notebooks on open source LLMs, use-cases with Langchain and R&D paper review.

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Large Language Models Resources Repository


"If God did not exist, it would be necessary to invent him." - Voltaire

"The real question is not whether machines think but whether men do." - B. F. Skinner


Image Description

Motivation

This is a personal GitHub repository for stashing resources on Large Language Models (LLM), which will at the very least include the following:

  • Curated list of the latest open source LLMs (Vanilla HuggingFace, GPTQ, GGML for llama.cpp)
  • Code implementation of open source finetuned LLMs (e.g. Vicuna, OpenAssistant, WizardLM, etc.)
  • LLMs Applications with Langchain (e.g. plugins, documment summarization, story writing, etc.)
  • Analysis of finetuned datasets (e.g. ShareGPT, WizardLM, OpenAssistant, etc.)
  • Survey of research literature on LLM

Resources on this repository are of free of use with no restrictions.

Contents

  • Colab Notebooks
  • Research litterature on Large Language Models
  • Non-exhaustive summary of proprietary and open source LLMs
  • External links