Starred repositories
Harnessing Large Language Models for Planning: A Lab on Strategies for Success and Mitigation of Pitfalls @ AAAI-24
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Secrets of RLHF in Large Language Models Part I: PPO
Retrieval and Retrieval-augmented LLMs
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
Awesome-LLM: a curated list of Large Language Model
This repo contains my solutions to “Introduction to Machine Learning Interviews” by Chip Huyen.
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"
Efficient Transformers for research, PyTorch and Tensorflow using Locality Sensitive Hashing
A curated list of reinforcement learning with human feedback resources (continually updated)
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
Ipython notebooks for math and finance tutorials
Quantitative analysis, strategies and backtests
quantitative trading with Javascript, Python, C++, PineScript, Blockly, MyLanguage(麦语言)
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
A playbook for systematically maximizing the performance of deep learning models.
A framework for large scale recommendation algorithms.