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

[MLHC 2021] Model Selection for Offline RL: Practical Considerations for Healthcare Settings. https://arxiv.org/abs/2107.11003

MSCCL++: A GPU-driven communication stack for scalable AI applications

Code Repository for GDSS using Graph Transformer

This is the official repository for "DiffSG: A Generative Solver for Network Optimization with Diffusion Model" and "Diffusion Models as Network Optimizers: Explorations and Analysis".

Codebase for Teal (SIGCOMM 2023)

NYU Metropolitan Mobile Bandwidth Trace

WebCodecs is a flexible web API for encoding and decoding audio and video.

An extendible RL environment for the SOTA ABR controller Gelato

[SIGGRAPH Asia 2024] V^3: Viewing Volumetric Videos on Mobiles via Streamable 2D Dynamic Gaussians

我的電視·〇 電視視頻播放軟件，可以自定義視頻源

MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone

Source code for "Differentiable Signed Distance Function Rendering" (Siggraph 2022)

Author's PyTorch implementation of TD7 for online and offline RL

Redis for LLMs

A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations

"How to Do Great Research" Course for Ph.D. Students

Reproduction of TE-CCL in paper "Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem". TE-CCL-MILP for mixed integer program (AllGather) and TE-CCL-LP for linear …

WebRTC Web demos and samples

appr.tc has been shutdown. Please use the Dockerfile to run your own test/dev instance.

Pure Go implementation of the WebRTC API

A generative world for general-purpose robotics & embodied AI learning.

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.