Large Lanuage Models

[rakuten]

Library Collection

• GitHub - kuleshov-group/llmtools: Finetuning Large Language Models on One Consumer GPU in Under 4 Bits
  fine-tune
• https://lmstudio.ai/
  install locally
• GitHub - nomic-ai/gpt4all: gpt4all: open-source LLM chatbots that you can run anywhere,
  install locally
• GitHub - simonw/llm: Access large language models from the command-line
  use LLM in command line
• GitHub - langchain-ai/langchain: ⚡ Building applications with LLMs through composability ⚡
  manuplate llm API
• GitHub - OptimalScale/LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  fine-tune LLaMA-70B with 3090 for 5 hr
• GitHub - xlang-ai/OpenAgents: OpenAgents: An Open Platform for Language Agents in the Wild
  open source plugin-enabled LLM

Papers

• Towards Graph Foundation Models: A Survey and Beyond | Papers With Code
  [Survey] Foundation Model
• [2308.06374] Large Language Models and Knowledge Graphs: Opportunities and Challenges
  [Survey] KG
• [2302.08043] GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
  [Survey] KG
• GitHub - dqxiu/ICL_PaperList: Paper List for In-context Learning 🌷
  [Survey] In-Context Learning & Prompt Engineering
• GitHub - EgoAlpha/prompt-in-context-learning: Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
  [Survey] In-Context Learning & Prompt Engineering
• Transformer for Graphs: An Overview from Architecture Perspective
  [Survey] Transformer for GNN

Learn LLM

• GitHub - Hannibal046/Awesome-LLM: Awesome-LLM: a curated list of Large Language Model
• GitHub - RUCAIBox/LLMSurvey: The official GitHub page for the survey paper "A Survey of Large Language Models".
• https://arxiv.org/pdf/2302.07842.pdf
• [2309.01029] Explainability for Large Language Models: A Survey
• GitHub - Hannibal046/Awesome-LLM: Awesome-LLM: a curated list of Large Language Model
• GitHub - mlabonne/llm-course: Course with a roadmap and notebooks to get into Large Language Models (LLMs).
• GitHub - onlyphantom/llm-python: Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone
• GitHub - liguodongiot/llm-action: 本项目旨在分享大模型相关技术原理以及实战经验。

Model Zoo

• 🤗 Transformers
• GitHub - eugeneyan/open-llms: 📋 A list of open LLMs available for commercial use.
• GitHub - simonw/llm: Access large language models from the command-line, LLM: A CLI utility and Python library for interacting with Large Language Models
• GitHub - bentoml/OpenLLM: Operating LLMs in production