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Beyond Quantization: Bringing Sparse Inference to PyTorch

As developers, we all know the story: Large Language Models (LLMs) are revolutionary, but their…

Kira Selby & Varun Khare (NimbleEdge)November 13, 2025

Announcements Blog

Accelerating the Future of Open Source AI: PyTorch Conference 2025 Recap

PyTorch Conference 2025 brought together 3,432 developers, researchers, and innovators from 1,026 organizations across the…

PyTorch FoundationNovember 12, 2025

Blog

KernelFalcon: Autonomous GPU Kernel Generation via Deep Agents

Summary We introduce KernelFalcon, a deep agent architecture for generating GPU kernels that combines hierarchical…

Laura Wang and the PyTorch Team at MetaNovember 5, 2025

Blog

Hybrid Models as First-Class Citizens in vLLM

Introduction and Agenda Large language models are now running into the scaling limits of attention.…

vLLM Team at IBMNovember 5, 2025

Announcements

DeepInverse Joins the PyTorch Ecosystem: the library for solving imaging inverse problems with deep learning

Intro DeepInverse (repo) is an open source library for imaging with deep learning across a…

Andrew Wang, DeepInverse TeamNovember 5, 2025

Announcements Blog

Congratulations to the 2025 PyTorch Contributor Awardees

We are pleased to announce the awardees and nominees of our third annual 2025 Contributor…

PyTorch FoundationOctober 31, 2025

Announcements Blog

LMCache Joins the PyTorch Ecosystem: Accelerating the Future of AI, One Cache at a Time

We’re delighted to announce that LMCache has officially become a PyTorch Ecosystem project, joining the…

Nick Barcet, LMCacheOctober 30, 2025

Announcements Blog

PyTorch Foundation Welcomes Ray to Deliver a Unified Open Source AI Compute Stack

Ray joins leading open source AI projects including PyTorch and vLLM to minimize AI computing…

PyTorch FoundationOctober 22, 2025

Announcements Blog

Dell Technologies Joins the PyTorch Foundation as a Premier Member

The PyTorch Foundation, a community-driven hub supporting the open source PyTorch framework and a broader…

PyTorch FoundationOctober 22, 2025

Blog

Monarch + Lightning AI: Unlocking New Possibilities in Distributed Training

Introduction: Empowering the Next Generation of AI Builders We are excited to announce a partnership…

PyTorch Team at Meta: Alireza Shamsoshoara, Lucas Pasqualin, Peng Zhang, Hamid Shojanazeri, Ahmad Sharif, Kiuk Chung, Lightning AI: Lightning: Luca AntigaOctober 22, 2025

Blog

torchcomms: a modern PyTorch communications API

Introduction Torchcomms is a new experimental, lightweight communication API intended for use with PyTorch Distributed…

Team torchcomms at MetaOctober 22, 2025

Blog

Helion: A High-Level DSL for Performant and Portable ML Kernels

Introduction to Helion In modern machine learning, the demand for high-performance computation has led to…

PyTorch Team at MetaOctober 22, 2025

Blog

Introducing ExecuTorch 1.0: Powering the next generation of edge AI

TLDR ExecuTorch enables seamless, production-ready deployment of PyTorch models directly to edge devices (mobile, embedded,…

PyTorch Team at MetaOctober 22, 2025

Blog

Introducing PyTorch Monarch

We now live in a world where ML workflows (pre-training, post training, etc) are heterogeneous,…

The PyTorch Team at MetaOctober 22, 2025

Blog

Introducing torchforge – a PyTorch native library for scalable RL post-training and agentic development

In this post, we announce torchforge: A PyTorch-native agentic RL library that lets you focus…

The PyTorch Team at MetaOctober 22, 2025

Blog

Enabling vLLM V1 on AMD GPUs With Triton

What is vLLM V1? In January 2025, the vLLM team announced the alpha release of…

vLLM Team at IBM Research, vLLM Team at Red Hat, and vLLM Team at AMDOctober 21, 2025

Blog

PyTorch 2.9 Release Blog

We are excited to announce the release of PyTorch® 2.9 (release notes)! This release features: …

PyTorch FoundationOctober 15, 2025

Announcements Blog

Your Guide to PyTorch Conference 2025: What to Know Before You Go

PyTorch Conference: October 22–23, 2025, San Francisco, CA Open Source AI Week’s flagship event, PyTorch Conference…

PyTorch FoundationOctober 15, 2025

Announcements Blog

Meet the 2025 PyTorch Ambassadors

We’re excited to welcome the first cohort of PyTorch Ambassadors ever! The new PyTorch Ambassador…

PyTorch FoundationOctober 9, 2025

Blog

SuperOffload: Unleashing the Power of Large-Scale LLM Training on Superchips

TLDR: Efficient full-parameter fine-tuning of GPT-OSS-20B & Qwen3-14B models on a single NVIDIA GH200 and…

Xinyu Lian, Minjia Zhang (SSAIL Lab, University of Illinois Urbana-Champaign), Masahiro Tanaka (Anyscale), Olatunji Ruwase (Snowflake)October 9, 2025

Beyond Quantization: Bringing Sparse Inference to PyTorch

Accelerating the Future of Open Source AI: PyTorch Conference 2025 Recap

KernelFalcon: Autonomous GPU Kernel Generation via Deep Agents

Hybrid Models as First-Class Citizens in vLLM

DeepInverse Joins the PyTorch Ecosystem: the library for solving imaging inverse problems with deep learning

Congratulations to the 2025 PyTorch Contributor Awardees

LMCache Joins the PyTorch Ecosystem: Accelerating the Future of AI, One Cache at a Time

PyTorch Foundation Welcomes Ray to Deliver a Unified Open Source AI Compute Stack

Dell Technologies Joins the PyTorch Foundation as a Premier Member

Monarch + Lightning AI: Unlocking New Possibilities in Distributed Training

torchcomms: a modern PyTorch communications API

Helion: A High-Level DSL for Performant and Portable ML Kernels

Introducing ExecuTorch 1.0: Powering the next generation of edge AI

Introducing PyTorch Monarch

Introducing torchforge – a PyTorch native library for scalable RL post-training and agentic development

Enabling vLLM V1 on AMD GPUs With Triton

PyTorch 2.9 Release Blog

Your Guide to PyTorch Conference 2025: What to Know Before You Go

Meet the 2025 PyTorch Ambassadors

SuperOffload: Unleashing the Power of Large-Scale LLM Training on Superchips

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