Stars
Learn the basics of robotics through hands-on experience using ROS 2 and Gazebo simulation.
Code for the paper: "Learning to Reason without External Rewards"
Design, conduct and analyze results of AI-powered s 10000 urveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
Single Image Reflection Removal through Cascaded Refinement, CVPR 2020
LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.
Game of Life cellular automaton implemation in GoLang. (OpenGL Rendering)
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
The official GitHub page for the survey paper "A Survey of Large Language Models".
Accessible large language models via k-bit quantization for PyTorch.
Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance" [NeurIPS'24]
llama3.np is a pure NumPy implementation for Llama 3 model.
Distribute and run LLMs with a single file.
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Fully private LLM chatbot that runs entirely with a browser with no server needed. Supports Mistral and LLama 3.
A port of Sebastian Aaltonen's `OffsetAllocator` to Rust
A computer science textbook
A library for efficient similarity search and clustering of dense vectors.
Header-only C++/python library for fast approximate nearest neighbors
Awesome LLM compression research papers and tools.
Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
Doing simple retrieval from LLM models at various context lengths to measure accuracy
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
Supercharge Your LLM Application Evaluations 🚀
An annotated implementation of the Transformer paper.