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    • tritonbench

      Public
      Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.
      Python
      543021733Updated Dec 15, 2025Dec 15, 2025
    • monarch

      Public
      PyTorch Single Controller
      Rust
      117921138261Updated Dec 15, 2025Dec 15, 2025
    • torchcomms

      Public
      torchcomms: a modern PyTorch communications API
      C++
      433082020Updated Dec 15, 2025Dec 15, 2025
    • torchforge

      Public
      PyTorch-native post-training at scale
      Python
      715674538Updated Dec 14, 2025Dec 14, 2025
    • torchvision-extra-decoders

      Public
      An extension of `torchvision` for decoding AVIF and HEIC images.
      C++
      2921Updated Dec 14, 2025Dec 14, 2025
    • torchcodec

      Public
      PyTorch media decoding and encoding
      Python
      778637728Updated Dec 14, 2025Dec 14, 2025
    • torchtune

      Public
      PyTorch native post-training library
      Python
      6895.6k34199Updated Dec 14, 2025Dec 14, 2025
    • MSLK

      Public
      MSLK (Meta Superintelligence Labs Kernels) is a collection of PyTorch GPU operator libraries that are designed and optimized for GenAI training and inference, such as FP8 row-wise quantization and collective communications.
      Python
      3906Updated Dec 14, 2025Dec 14, 2025
    • torchrec

      Public
      Pytorch domain library for recommendation systems
      Python
      5842.4k8599Updated Dec 14, 2025Dec 14, 2025
    • data

      Public
      A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
      Python
      1701.2k22332Updated Dec 14, 2025Dec 14, 2025
    • compile-graph-break-site

      Public
      This repository contains the source code for a static website that provides documentation for each "Graph Break" identified by a Graph Break ID (GBID).
      Python
      2440Updated Dec 13, 2025Dec 13, 2025
    • A storage solution for PyTorch tensors with distributed tensor support.
      Python
      64787Updated Dec 13, 2025Dec 13, 2025
    • An experimental implementation of compiler-driven automatic sharding of models across a given device mesh.
      Python
      1247718Updated Dec 13, 2025Dec 13, 2025
    • Autonomous GPU Kernel Generation via Deep Agents
      Python
      2018157Updated Dec 13, 2025Dec 13, 2025
    • TritonParse: A Compiler Tracer, Visualizer, and Reproducer for Triton Kernels
      Python
      15178390Updated Dec 13, 2025Dec 13, 2025
    • Example apps and demos using PyTorch's ExecuTorch framework
      Java
      174276Updated Dec 11, 2025Dec 11, 2025
    • OpenEnv

      Public
      An interface library for RL post training with environments.
      Python
      1288422229Updated Dec 11, 2025Dec 11, 2025
    • botorch

      Public
      Bayesian optimization in PyTorch
      Jupyter Notebook
      4583.4k6627Updated Dec 11, 2025Dec 11, 2025
    • Ship correct and fast LLM kernels to PyTorch
      Python
      151271820Updated Dec 10, 2025Dec 10, 2025
    • C++ implementations for various tokenizers (sentencepiece, tiktoken etc).
      C++
      2043516Updated Dec 10, 2025Dec 10, 2025
    • torcheval

      Public
      A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.
      Python
      562442012Updated Dec 10, 2025Dec 10, 2025
    • torchx

      Public
      TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.
      Python
      1474066751Updated Dec 9, 2025Dec 9, 2025
    • torchft

      Public
      Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)
      Python
      534572824Updated Dec 6, 2025Dec 6, 2025
    • Helpful tools and examples for working with flex-attention
      Python
      661.1k673Updated Dec 3, 2025Dec 3, 2025
    • captum

      Public
      Model interpretability and understanding for PyTorch
      Python
      5485.5k22249Updated Dec 2, 2025Dec 2, 2025
    • tnt

      Public
      A lightweight library for PyTorch training tools and utilities
      Python
      2961.7k791Updated Nov 26, 2025Nov 26, 2025
    • Chakra et_replay is a tool designed for replaying Chakra Execution Traces (ET) from machine learning models using PyTorch.
      Python
      3714Updated Nov 21, 2025Nov 21, 2025
    • opacus

      Public
      Training PyTorch models with differential privacy
      Jupyter Notebook
      3871.9k629Updated Nov 12, 2025Nov 12, 2025
    • csprng

      Public
      Cryptographically secure pseudorandom number generators for PyTorch
      Batchfile
      30125227Updated Nov 12, 2025Nov 12, 2025
    • tlparse

      Public
      TORCH_LOGS parser for PT2
      Rust
      2269384Updated Nov 10, 2025Nov 10, 2025