OpenReg: A Self-Contained PyTorch Accelerator SimulatorBlog
Introduction The PyTorch community is actively working to build a growing ecosystem of specialized accelerators…
Beyond Quantization: Bringing Sparse Inference to PyTorchBlogCommunity
As developers, we all know the story: Large Language Models (LLMs) are revolutionary, but their…
Accelerating the Future of Open Source AI: PyTorch Conference 2025 RecapAnnouncementsBlog
PyTorch Conference 2025 brought together 3,432 developers, researchers, and innovators from 1,026 organizations across the…
PyTorch Foundation
November 12, 2025
KernelFalcon: Autonomous GPU Kernel Generation via Deep AgentsBlog
Summary We introduce KernelFalcon, a deep agent architecture for generating GPU kernels that combines hierarchical…
Hybrid Models as First-Class Citizens in vLLMBlog
Introduction and Agenda Large language models are now running into the scaling limits of attention.…
vLLM Team at IBM
November 5, 2025
Congratulations to the 2025 PyTorch Contributor AwardeesPyTorch Contributor Awards 2025AnnouncementsBlog
We are pleased to announce the awardees and nominees of our third annual 2025 Contributor…
PyTorch Foundation
October 31, 2025
Dell Technologies Joins the PyTorch Foundation as a Premier MemberPyTorch Foundation Dell TechnologiesAnnouncementsBlog
The PyTorch Foundation, a community-driven hub supporting the open source PyTorch framework and a broader…
PyTorch Foundation
October 22, 2025
torchcomms: a modern PyTorch communications APIBlog
Introduction Torchcomms is a new experimental, lightweight communication API intended for use with PyTorch Distributed…
Team torchcomms at Meta
October 22, 2025
Helion: A High-Level DSL for Performant and Portable ML KernelsBlog
Introduction to Helion In modern machine learning, the demand for high-performance computation has led to…
PyTorch Team at Meta
October 22, 2025
Introducing ExecuTorch 1.0: Powering the next generation of edge AIBlog
TLDR ExecuTorch enables seamless, production-ready deployment of PyTorch models directly to edge devices (mobile, embedded,…
PyTorch Team at Meta
October 22, 2025
Introducing PyTorch MonarchBlog
We now live in a world where ML workflows (pre-training, post training, etc) are heterogeneous,…
The PyTorch Team at Meta
October 22, 2025
PyTorch 2.9 Release BlogBlog
We are excited to announce the release of PyTorch® 2.9 (release notes)! This release features: …
PyTorch Foundation
October 15, 2025
Your Guide to PyTorch Conference 2025: What to Know Before You GoAnnouncementsBlog
PyTorch Conference: October 22–23, 2025, San Francisco, CA Open Source AI Week’s flagship event, PyTorch Conference…
PyTorch Foundation
October 15, 2025