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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 PyTorch Foundation as Platinum Member

Announcements Blog

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

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

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

Blog

TokenSpeed-Kernel: Portable APIs and High-Performance Kernels for Multi-Silicon LLM Inference

TL;DR The TokenSpeed-kernel is a standalone, open-source subsystem designed to solve backend complexity in LLM…

AMD Triton Team, TokenSpeed TeamJune 25, 2026

Blog

Serving DeepSeek-V4 on GB300 with SGLang: 5x Higher Throughput at the Same Interactivity Since Day-0

TL;DR: DeepSeek-V4 support was live in SGLang on Day-0, but the Day-0 stack was only…

SGLang Team and NVIDIA TeamJune 23, 2026

Blog

From Minutes to Seconds: LLM-Guided Autotuning for Helion Kernels

TL;DR Helion, PyTorch’s domain-specific language (DSL) for performance portable machine learning kernels, heavily relies on…

Jongsok Choi, Ethan Che, Jason Ansel, Oguz UlgenJune 18, 2026

Announcements Blog

JUST LAUNCHED! PyTorch Certified Associate (PTCA)

Prove You Can Work with the Technology Behind Modern AI Linux Foundation Education and PyTorch…

PyTorch FoundationJune 18, 2026

open source for ai era KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China

Announcements Blog

Schedule Now Available for KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China

AI is transforming how we build, deploy, and operate technology. Open source is making it…

PyTorch FoundationJune 17, 2026

Announcements Blog

Nominations Open for the 2026 PyTorch Foundation Contributor Awards

Nominations are now open for the 2026 PyTorch Foundation Contributor Awards! These awards recognize outstanding…

PyTorch FoundationJune 17, 2026

Blog

PyTorch Meetup Singapore: A milestone in APAC

TL;DR Eighty engineers, researchers, and community builders gathered for the inaugural PyTorch Meetup Singapore. Hosted…

Sudhir DharanendraiahJune 12, 2026

Blog

Portable vLLM Model Inference Kernels in Helion

TL;DR Helion kernels were integrated into vLLM for FP8 inference using Qwen3 models and evaluated…

Sean Chen (Red Hat) and Yanan Cao (PyTorch, Meta Platforms)June 10, 2026

Blog

Using Muon Optimizer with DeepSpeed

TL;DR DeepSpeed now supports Muon Optimizer! Muon Optimizer has gained great momentum with significant adoption…

Zhipeng Wang, Guokai Ma, Peng Du and Chi McIsaac, DeepSpeed teamJune 3, 2026

Blog Case Studies

How LinkedIn Uses PyTorch to Solve Extreme-Scale Optimization Problems

TL;DR: This case study demonstrates how LinkedIn re-architected its distributed linear programming solver, DuaLip, by…

Aida Rahmattalabi, Sanjana Garg, Gregory Dexter, Zhipeng Wang, Ruby Tu, Yuan Gao, Yi ZhangJune 1, 2026

Blog

Why Is PyTorch Compile So Fast: Kernel Fusion

When you use PyTorch's compiler, your model runs faster, up to 10x faster. But what's…

Morrison TurnanskyMay 27, 2026

Blog

Up to 580tps! New Speed Record of Qwen3.5-397B-A17B on GPU for Agentic Workloads with TokenSpeed

TL;DR: The TokenSpeed inference engine achieved a record-breaking 580 tps running the Qwen3.5-397B-A17B model on…

TokenSpeed Team, Qwen TeamMay 27, 2026

PyTorch Foundation Welcomes Alibaba Cloud

Announcements Blog

Alibaba Cloud 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 FoundationMay 26, 2026

Blog

TLX Block Attention: A Warp-Specialized Blackwell Kernel for Fixed-Block Sparse Self-Attention

Code available at: https://github.com/facebookresearch/ads_model_kernel_library In this post, we present the design of TLX Block Attention…

Jake Siso, Dev (Devashish) Shankar, Jackie (Jiaqi) Xu, Jacky Zhou, Darren Liu, Han Xu, Yasmine Badr, Dan Chanpuriya, Hongtao Yu, Max LeungMay 26, 2026

Announcements Blog

Join the PyTorch Foundation Ambassador Program: A Global Network of Community Leaders

A little over a year ago, the PyTorch Foundation launched the Ambassador Program, an initiative…

PyTorch FoundationMay 22, 2026

PyTorch Docathon 2026 Top Community Contributors

Announcements Blog

PyTorch Docathon 2026 Results in 150+ Merged Pull Requests

Thank you to everyone who participated in the PyTorch Docathon 2026! Once again, the community…

PyTorch FoundationMay 20, 2026

Building the Future of On-Device AI at the ExecuTorch Hackathon

Shopify Joins the PyTorch Foundation as a Platinum Member

Miles: A PyTorch-Native Stack for Large-Scale LLM RL Post-Training

Introducing Cross-Repository CI Relay: Scalable CI for PyTorch’s Out-of-Tree Backends

TokenSpeed-Kernel: Portable APIs and High-Performance Kernels for Multi-Silicon LLM Inference

Serving DeepSeek-V4 on GB300 with SGLang: 5x Higher Throughput at the Same Interactivity Since Day-0

From Minutes to Seconds: LLM-Guided Autotuning for Helion Kernels

JUST LAUNCHED! PyTorch Certified Associate (PTCA)

Schedule Now Available for KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China

Nominations Open for the 2026 PyTorch Foundation Contributor Awards

PyTorch Meetup Singapore: A milestone in APAC

Portable vLLM Model Inference Kernels in Helion

Using Muon Optimizer with DeepSpeed

How LinkedIn Uses PyTorch to Solve Extreme-Scale Optimization Problems

Why Is PyTorch Compile So Fast: Kernel Fusion

Up to 580tps! New Speed Record of Qwen3.5-397B-A17B on GPU for Agentic Workloads with TokenSpeed

Alibaba Cloud Joins the PyTorch Foundation as a Platinum Member

TLX Block Attention: A Warp-Specialized Blackwell Kernel for Fixed-Block Sparse Self-Attention

Join the PyTorch Foundation Ambassador Program: A Global Network of Community Leaders

PyTorch Docathon 2026 Results in 150+ Merged Pull Requests

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