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    50 repositories

    • torchforge

      Public
      PyTorch-native post-training at scale
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •69•560•43•42•Updated Dec 7, 2025Dec 7, 2025

    • torchcomms

      Public
      torchcomms: a modern PyTorch communications API
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •41•298•18•14•Updated Dec 7, 2025Dec 7, 2025

    • torchvision-extra-decoders

      Public
      An extension of `torchvision` for decoding AVIF and HEIC images.
      C++
      •
      GNU Lesser General Public License v2.1
      •2•9•2•1•Updated Dec 7, 2025Dec 7, 2025

    • torchcodec

      Public
      PyTorch media decoding and encoding
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •75•845•95•31•Updated Dec 7, 2025Dec 7, 2025

    • torchtune

      Public
      PyTorch native post-training library
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •686•5.6k•341•99•Updated Dec 7, 2025Dec 7, 2025

    • torchrec

      Public
      Pytorch domain library for recommendation systems
      deep-learninggpucudapytorchrecommendation-systemshardingrecommender-system
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •580•2.4k•86•90•Updated Dec 7, 2025Dec 7, 2025

    • data

      Public
      A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •170•1.2k•223•34•Updated Dec 7, 2025Dec 7, 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
      •
      Other
      •1•4•4•0•Updated Dec 7, 2025Dec 7, 2025

    • tritonbench

      Public
      Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •50•297•17•28•Updated Dec 7, 2025Dec 7, 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.
      pythonkubernetescomponentsmachine-learningairflowdeep-learningslurmpipelinespytorchray
      Python
      •
      Other
      •146•405•67•51•Updated Dec 7, 2025Dec 7, 2025

    • tritonparse

      Public
      TritonParse: A Compiler Tracer, Visualizer, and Reproducer for Triton Kernels
      debuggingcompilerpytorchtritonstructured-logginginteractive-visualizationir-analysisgpu-kernelir-visualization
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •14•177•37•0•Updated Dec 6, 2025Dec 6, 2025

    • monarch

      Public
      PyTorch Single Controller
      Rust
      •
      BSD 3-Clause "New" or "Revised" License
      •114•917•144•260•Updated Dec 6, 2025Dec 6, 2025

    • OpenEnv

      Public
      An interface library for RL post training with environments.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •121•808•21•28•Updated Dec 6, 2025Dec 6, 2025

    • torchft

      Public
      Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)
      trainingdistributed-systemsfault-toleranceconsensusmltorchpytorchhsdpfsdplocalsgd
      Python
      •
      Other
      •52•455•28•23•Updated Dec 6, 2025Dec 6, 2025

    • KernelAgent

      Public
      Autonomous GPU Kernel Generation via Deep Agents
      Python
      •
      Apache License 2.0
      •19•175•1•7•Updated Dec 6, 2025Dec 6, 2025

    • botorch

      Public
      Bayesian optimization in PyTorch
      Jupyter Notebook
      •
      MIT License
      •456•3.4k•66•29•Updated Dec 5, 2025Dec 5, 2025

    • autoparallel

      Public
      An experimental implementation of compiler-driven automatic sharding of models across a given device mesh.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •10•42•7•23•Updated Dec 3, 2025Dec 3, 2025

    • attention-gym

      Public
      Helpful tools and examples for working with flex-attention
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •66•1.1k•67•3•Updated Dec 3, 2025Dec 3, 2025

    • captum

      Public
      Model interpretability and understanding for PyTorch
      interpretabilityfeature-importanceinterpretable-aiinterpretable-mlfeature-attribution
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •548•5.5k•222•49•Updated Dec 2, 2025Dec 2, 2025

    • tokenizers

      Public
      C++ implementations for various tokenizers (sentencepiece, tiktoken etc).
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •20•43•5•16•Updated Dec 2, 2025Dec 2, 2025

    • tnt

      Public
      A lightweight library for PyTorch training tools and utilities
      pythonmachine-learningreinforcement-learningdeep-learningneural-networkpytorch
      Python
      •
      Other
      •296•1.7k•7•91•Updated Nov 26, 2025Nov 26, 2025

    • chakra_replay

      Public
      Chakra et_replay is a tool designed for replaying Chakra Execution Traces (ET) from machine learning models using PyTorch.
      Python
      •
      Apache License 2.0
      •3•7•1•4•Updated Nov 21, 2025Nov 21, 2025

    • torchstore

      Public
      A storage solution for PyTorch tensors with distributed tensor support.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•45•6•8•Updated Nov 20, 2025Nov 20, 2025

    • executorch-examples

      Public
      Example apps and demos using PyTorch's ExecuTorch framework
      Java
      •
      Other
      •17•42•7•5•Updated Nov 15, 2025Nov 15, 2025

    • BackendBench

      Public
      Ship correct and fast LLM kernels to PyTorch
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •15•125•18•19•Updated Nov 13, 2025Nov 13, 2025

    • opacus

      Public
      Training PyTorch models with differential privacy
      machine-learningdeep-learningneural-networkpytorchdifferential-privacyprivacy-preserving-machine-learning
      Jupyter Notebook
      •
      Apache License 2.0
      •387•1.9k•62•9•Updated Nov 12, 2025Nov 12, 2025

    • csprng

      Public
      Cryptographically secure pseudorandom number generators for PyTorch
      Batchfile
      •
      BSD 3-Clause "New" or "Revised" License
      •30•125•22•7•Updated Nov 12, 2025Nov 12, 2025

    • tlparse

      Public
      TORCH_LOGS parser for PT2
      Rust
      •
      BSD 3-Clause "New" or "Revised" License
      •22•68•38•4•Updated Nov 10, 2025Nov 10, 2025

    • meta-pytorch.github.io

      Public
      The website for Meta-PyTorch.org
      HTML
      •
      BSD 3-Clause "New" or "Revised" License
      •2•1•0•0•Updated Oct 17, 2025Oct 17, 2025

    • kraken

      Public
      Triton-based Symmetric Memory operators and examples
      Python
      •
      Other
      •11•64•0•3•Updated Oct 17, 2025Oct 17, 2025