FastVideo is a lightweight framework for accelerating large video diffusion models.

HunyuanVideo: A Systematic Framework For Large Video Generation Model

🤖 An Open Source Texas Hold'em AI

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Generic RepresentAtIon Learning for Time Series

2018 UCR Time-Series Archive: Backward Compatibility, Missing Values, and Varying Lengths

"GRAIL: Efficient Time-Series Representation Learning"

An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection

Python implementation of k-Shape

Matlab implementation for k-Shape

Microsoft Collective Communication Library

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Training and serving large-scale neural networks with auto parallelization.

Development repository for integrating FlexFlow (A distributed deep learning framework that supports flexible parallelization strategies) with DLRM (Deep Learning Recommendation Model)

Resource-adaptive cluster scheduler for deep learning training.

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Bagua Speeds up PyTorch

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion

P4 language tutorials

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group)

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

NCCL Tests

A lightweight parameter server interface

A lightweight parameter server interface