Kevin Chen's starred repositories
Awesome-LLM-Strawberry
A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.
LLM-and-Multimodal-Paper-List
A paper list about large language models and multimodal models (Diffusion, VLM). From foundations to applications. It is only used to record papers for my personal needs.
LLM-Reverse-Curriculum-RL
Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" presented by Zhiheng Xi et al.
Awesome-LLM-Survey
An Awesome Collection for LLM Survey
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
chain-of-thought-hub
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
LLM-Agent-Paper-List
The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
Contrastive-Learning-NLP-Papers
Paper List for Contrastive Learning for Natural Language Processing
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models