PyTorch Conference North America 2026 Keynote Speaker Sessions Announced AnnouncementsBlog PyTorch Conference North America 2026 Keynote Speaker Sessions Announced The keynote lineup is set for PyTorch Conference North America 2026, taking place October 20–21…PyTorch FoundationAugust 20, 2026
Harnessing AI for Day-One Model Enablement Blog Harnessing AI for Day-One Model Enablement TL;DR The AI model landscape never stops moving, and the software stack that runs those…IBM Spyre TeamAugust 20, 2026
FP8 Training on AMD GPUs with TorchTitan and TorchAO: Upstreaming Performance Improvements Blog FP8 Training on AMD GPUs with TorchTitan and TorchAO: Upstreaming Performance Improvements At the PyTorch Conference 2025, we demonstrated linear scaling beyond 1,000 GPUs on AMD Instinct…AMD: Rishi Sinha, Yuankai Chen, Liz Li, Shekhar Pandey, Wen Chen, Xiaobo Chen, Yao Fu, Zhenyu Gu, Andy Luo, Peng Sun META: Matthias Reso, Hamid Shojanazeri, TorchAO team, TorchTitan teamAugust 13, 2026
Fast, On Device Agentic AI with Muse Glimmer on ExecuTorch Blog Fast, On Device Agentic AI with Muse Glimmer on ExecuTorch Today, Meta introduced Muse Glimmer, an open-weight, 30-billion-parameter model distilled from Meta’s Muse Spark for…ExecuTorch Team at MetaAugust 10, 2026
PyTorch Conference North America Announces 2026 Keynotes AnnouncementsBlog PyTorch Conference North America Announces 2026 Keynotes PyTorch Conference North America will be held in San Jose, California, on October 20–21, 2026.…PyTorch FoundationAugust 6, 2026
PyTorch by the Sea: The inaugural Santa Cruz PyTorch Meetup Blog PyTorch by the Sea: The inaugural Santa Cruz PyTorch Meetup TL;DR The inaugural Santa Cruz PyTorch Meetup brought together 45 local engineers, students, and leaders…Steve Pousty, Red HatAugust 6, 2026
FBTriton Infra: Upstream Ingestion, Hierarchical Validation, Ideals vs Realities Blog FBTriton Infra: Upstream Ingestion, Hierarchical Validation, Ideals vs Realities TL:DR Learn how Meta’s FBTriton infrastructure powers custom GPU compiler innovations like TLX and autoWS…Meta Triton Team: Daohang Shi, Xu Zhao, Agron Tsai, Wenyuan Chi, Alexey LoginovJuly 30, 2026
PyTorch Foundation Flare Pin Community Design Contest AnnouncementsBlog PyTorch Foundation Flare Pin Community Design Contest We invite you to design the 2026 PyTorch Foundation flare pin for PyTorch Conference North…PyTorch FoundationJuly 28, 2026
Helion on TPU: Towards Hardware Heterogeneous Kernel Authoring Blog Helion on TPU: Towards Hardware Heterogeneous Kernel Authoring TL;DR Helion is PyTorch's high-level DSL for writing performance-portable ML kernels. Partnering with Google, we…Dunfan Lu, Yifei Xu, Jongsok Choi, Ethan Che, Oguz Ulgen, Jason Ansel, Yarong Mu, Theotime Combes, Emilio Cota, Freya AzadJuly 23, 2026
Driving the Future of Open Source AI: An Update from PyTorch Foundation Projects Blog Driving the Future of Open Source AI: An Update from PyTorch Foundation Projects TL;DR In April 2025, the PyTorch Foundation evolved into a multi-project Foundation, with the objective…PyTorch FoundationJuly 22, 2026
PyTorch Conference North America Schedule Is Live AnnouncementsBlog PyTorch Conference North America Schedule Is Live PyTorch Conference North America will bring developers, researchers, and practitioners to San Jose on October…PyTorch FoundationJuly 21, 2026
Triton Plugin Extensions: Enabling TLX and Custom Compiler Passes Out of the Box Blog Triton Plugin Extensions: Enabling TLX and Custom Compiler Passes Out of the Box TLDR The PyTorch-Triton 3.7 release introduces the Triton Plugin Extensions system, a framework for dynamically…Corbin Robeck, Puyan Lotfi, Ian Barber, Shane Nay, Alexey Loginov, Oleksandr Stashuk, Wenyuan ChiJuly 15, 2026
Towards Free Normalization: Fusing Normalization into GEMM and Attention Kernels Blog Towards Free Normalization: Fusing Normalization into GEMM and Attention Kernels TL;DR In this blog post, we present various novel kernel fusion techniques for common normalization…Jacky (Junqing) Zhou, Hongtao Yu, Jackie (Jiaqi) Xu, Menglu Yu, Ethan Che, Han Xu, Darren Liu, Peng Chen (Dev Infra), Daohang Shi, Max LeungJuly 10, 2026
PyTorch 2.13 Release Blog Blog PyTorch 2.13 Release Blog We are excited to announce the release of PyTorch® 2.13 (release notes)! The PyTorch 2.13…PyTorch FoundationJuly 8, 2026
Bringing PyTorch Monarch to AMD GPUs: Single-Controller Distributed Training on ROCm Blog Bringing PyTorch Monarch to AMD GPUs: Single-Controller Distributed Training on ROCm Training state-of-the-art large language models (LLMs) with billions of parameters requires distributed training across hundreds…AMD: Chaojun Hou, Liz Li, Zachary Streeter, Xinyu Kang, Lei Zhang, Yuankai Chen, Yao Fu, Wen Chen, Zhenyu Gu, Andy Luo │ Meta: Matthias Reso, Hamid Shojanazeri, Monarch teamJuly 6, 2026
Understanding PyTorch’s Test Infrastructure Blog Understanding PyTorch’s Test Infrastructure TL;DR PyTorch tests are often generated at import time, so CI failures may show device/dtype-specific…Riya Punia, Red HatJuly 3, 2026
Building the Future of On-Device AI at the ExecuTorch Hackathon Blog Building the Future of On-Device AI at the ExecuTorch Hackathon This past weekend in San Francisco, builders, researchers, mobile developers, and AI practitioners came together…Matt White, CTO of the PyTorch Foundation, Andrew Caples, Business Development Manager at Meta, and Lauren Lunde, Product Manager at QualcommJuly 2, 2026
Shopify Joins the PyTorch Foundation as a Platinum Member AnnouncementsBlog Shopify Joins the PyTorch Foundation as a Platinum Member The PyTorch Foundation, a community-driven hub for open source AI under the Linux Foundation, is…PyTorch FoundationJuly 1, 2026
Miles: A PyTorch-Native Stack for Large-Scale LLM RL Post-Training Blog Miles: A PyTorch-Native Stack for Large-Scale LLM RL Post-Training TL;DR Miles is RadixArk's open source framework for large-scale LLM RL post-training. It composes SGLang…Miles TeamJune 30, 2026
Introducing Cross-Repository CI Relay: Scalable CI for PyTorch’s Out-of-Tree Backends Blog Introducing Cross-Repository CI Relay: Scalable CI for PyTorch’s Out-of-Tree Backends TL;DR PyTorch now has a Cross-Repository CI Relay (CRCR) that automatically triggers and tracks CI…Joseph Groenenboom, Jewel K M, Subin GeorgeJune 29, 2026