Stars
Vector (and Scalar) Quantization, in Pytorch
The official implementation of Self-Play Preference Optimization (SPPO)
[MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
The official implementation of Self-Play Fine-Tuning (SPIN)
Must-read Papers on Knowledge Editing for Large Language Models.
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
Awesome LLM compression research papers and tools.
Large Language Model Text Generation Inference
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
📚 The list of vision-based SLAM / Visual Odometry open source, blogs, and papers
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Search photos on Unsplash using natural language
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
TensorFlow code and pre-trained models for BERT
A faster pytorch implementation of faster r-cnn
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
An Open Source Machine Learning Framework for Everyone