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    • torchcomms: a modern PyTorch communications API
      C++
      BSD 3-Clause "New" or "Revised" License
      17338534648Updated Aug 8, 2026Aug 8, 2026
    • 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, s…
      Python
      Other
      74145110Updated Aug 8, 2026Aug 8, 2026
    • Helpful tools and examples for working with flex-attention
      Python
      BSD 3-Clause "New" or "Revised" License
      781.2k48Updated Aug 8, 2026Aug 8, 2026
    • torchrec

      Public
      Pytorch domain library for recommendation systems
      Python
      BSD 3-Clause "New" or "Revised" License
      6792.6k88190Updated Aug 8, 2026Aug 8, 2026
    • Example apps and demos using PyTorch's ExecuTorch framework
      Kotlin
      Other
      2881120Updated Aug 8, 2026Aug 8, 2026
    • 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…
      Python
      Other
      156428673Updated Aug 7, 2026Aug 7, 2026
    • Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.
      Python
      BSD 3-Clause "New" or "Revised" License
      863641130Updated Aug 7, 2026Aug 7, 2026
    • An experimental implementation of compiler-driven automatic sharding of models across a given device mesh.
      Python
      BSD 3-Clause "New" or "Revised" License
      2593940Updated Aug 7, 2026Aug 7, 2026
    • monarch

      Public
      PyTorch Single Controller
      Rust
      BSD 3-Clause "New" or "Revised" License
      1671.1k163315Updated Aug 7, 2026Aug 7, 2026
    • PyTorch media decoding and encoding
      Python
      BSD 3-Clause "New" or "Revised" License
      1151.2k5723Updated Aug 7, 2026Aug 7, 2026
    • PyTorch-native post-training at scale
      Python
      BSD 3-Clause "New" or "Revised" License
      1027006355Updated Aug 7, 2026Aug 7, 2026
    • An extension of `torchvision` for decoding AVIF and HEIC images.
      C++
      GNU Lesser General Public License v2.1
      2921Updated Aug 7, 2026Aug 7, 2026
    • torchtune

      Public
      PyTorch native post-training library
      Python
      BSD 3-Clause "New" or "Revised" License
      7445.8k342113Updated Aug 7, 2026Aug 7, 2026
    • 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
      1771.3k22037Updated Aug 7, 2026Aug 7, 2026
    • TritonParse: A Compiler Tracer, Visualizer, and Reproducer for Triton Kernels
      Python
      BSD 3-Clause "New" or "Revised" License
      26213332Updated Aug 7, 2026Aug 7, 2026
    • botorch

      Public
      Bayesian optimization in PyTorch
      Jupyter Notebook
      MIT License
      4913.6k5640Updated Aug 6, 2026Aug 6, 2026
    • A modular approach to solving distributed checkpointing in PyTorch.
      Python
      BSD 3-Clause "New" or "Revised" License
      2211Updated Aug 6, 2026Aug 6, 2026
    • 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
      7742Updated Aug 6, 2026Aug 6, 2026
    • This module defines a type system for distributed training code, based off of JAX's sharding in types, but adapted for the PyTorch ecosystem.
      Python
      BSD 3-Clause "New" or "Revised" License
      13512Updated Aug 6, 2026Aug 6, 2026
    • tnt

      Public
      A lightweight library for PyTorch training tools and utilities
      Python
      Other
      3071.7k791Updated Aug 6, 2026Aug 6, 2026
    • C++ implementations for various tokenizers (sentencepiece, tiktoken etc).
      C++
      BSD 3-Clause "New" or "Revised" License
      295053Updated Aug 5, 2026Aug 5, 2026
    • captum

      Public
      Model interpretability and understanding for PyTorch
      Python
      BSD 3-Clause "New" or "Revised" License
      5605.7k3233Updated Jul 31, 2026Jul 31, 2026
    • 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 computat…
      Python
      Other
      592472213Updated Jul 30, 2026Jul 30, 2026
    • remat

      Public
      torch_remat fine-grained activation checkpointing API
      Python
      BSD 3-Clause "New" or "Revised" License
      11521Updated Jul 28, 2026Jul 28, 2026
    • ExecuTorch Arduino library — run PyTorch models on ARM Cortex-M microcontrollers with CMSIS-NN acceleration. Packaged for Arduino Library Manager.
      C++
      Other
      0300Updated Jul 28, 2026Jul 28, 2026
    • A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind.
      Python
      Other
      431651010Updated Jul 27, 2026Jul 27, 2026
    • Piecewise CUDA graph capture for PyTorch — capture compatible regions as CUDA graphs while running incompatible operations eagerly between them.
      Python
      BSD 3-Clause "New" or "Revised" License
      0600Updated Jul 21, 2026Jul 21, 2026
    • A storage solution for PyTorch tensors with distributed tensor support.
      Python
      BSD 3-Clause "New" or "Revised" License
      168396Updated Jul 17, 2026Jul 17, 2026
    • For building the world's largest dataset of GPU kernels.
      Python
      MIT License
      11202Updated Jul 17, 2026Jul 17, 2026
    • torchft

      Public
      Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)
      Python
      Other
      715303632Updated Jul 16, 2026Jul 16, 2026
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