Stars
This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.
Training and serving large-scale neural networks with auto parallelization.
[IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any interests, please visit/star/fork https://github.com/Youhe-Jiang…
🦜🔗 Build context-aware reasoning applications
[CVPR 2023] Official Implementation of X-Decoder for generalized decoding for pixel, image and language
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts…
Hackable and optimized Transformers building blocks, supporting a composable construction.
Open Academic Research on Improving LLaMA to SOTA LLM
Source code for Twitter's Recommendation Algorithm
RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing …
Materials for the Hugging Face Diffusion Models Course
Make huge neural nets fit in memory
Large-batch Optimization for Dense Visual Predictions (NeurIPS 2022)
A deep learning framework created from scratch with Python and NumPy
Making large AI models cheaper, faster and more accessible
[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
The code for the paper "Contrastive Quantization with Code Memory for Unsupervised Image Retrieval" (AAAI'22, Oral).
Open source implementation of "Spreading Vectors for Similarity Search"
📝Awesome and classical image retrieval papers
GGNN: State of the Art Graph-based GPU Nearest Neighbor Search
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
[KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systems
RecZilla: Metalearning for algorithm selection on Recommender Systems
Multiple Complementary Inverted Indexing Based on Multiple Metrics
Advanced Retrieval Algorithms for Decomposing Large-Scale Candidate Set into Pieces.
Official electron build of draw.io