RUCAIBox/LLMSurvey

• Silver III

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

• 1,464+5 Elo, change today
• 7.2k stars
• 454 forks
• 2d ago

git clone https://github.com/datajuicer/data-juicer.git

• data
• data-analysis
• data-pipeline
• data-processing

• Silver V

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

• 1,438−1 Elo, change today
• 7.9k stars
• 1k forks
• 15d ago

git clone https://github.com/NirDiamant/Prompt_Engineering.git

• ai
• chain-of-thought
• chatgpt
• claude

• Gold III

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

• 1,559+4 Elo, change today
• 18k stars
• 1.1k forks
• 17d ago

git clone https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models.git

• chain-of-thought
• in-context-learning
• instruction-following
• instruction-tuning

• Diamond IV

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

• 1,972−4 Elo, change today
• 76k stars
• 9.3k forks
• 342 watchers
• 2d ago

git clone https://github.com/hiyouga/LlamaFactory.git

• agent
• ai
• deepseek
• fine-tuning

• Gold V

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

• 1,530±0 Elo, change today
• 13.7k stars
• 1.5k forks
• 5d ago

git clone https://github.com/Lightning-AI/litgpt.git

• ai
• artificial-intelligence
• deep-learning
• large-language-models

• Gold I

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

• 1,622+6 Elo, change today
• 37.3k stars
• 3.2k forks
• 2y ago

git clone https://github.com/LAION-AI/Open-Assistant.git

• ai
• assistant
• chatgpt
• discord-bot