pytorch.orgadded August 2026
PyTorchby Meta Team: Daohang Shi, Oleksandr Stashuk, Rupert Wu, Liangbei Xu, Rich Zhu1d ago
Featured projects This post explores the FBTriton kernel design for Table Batched Embedding (TBE) forward and backward passes.
PyTorchby Nicolas Hug (Meta), Scott Schneider (Meta)2d ago
Featured projects TL;DR If you need to decode or encode media, whether it’s images, video, or audio, use TorchCodec.
PyTorchby PyTorch TAC Accelerator Integration Working Group: Anisha Kushwaha, Atharva Kshirsagar, Jiahao Chen, Jiahao Tan, Jiawei Li, Jewel K. M., Mansi Agarwal, Parshant Sharma, Riya Punia, Subin George, Tanma3d ago
Featured projects TL;DR The Accelerator Integration Working Group plays a vital role in standardizing how new hardware architectures connect to the open source AI ecosystem.
PyTorchby Sean Chen (Red Hat) and Shangdi Yu (PyTorch, Meta Platforms)6d ago
Featured projects TL;DR We integrated Helion into vLLM’s linear backend to explore how an autotuned, high-level kernel DSL can improve LLM inference performance while reducing kernel implementation...
PyTorchby PyTorch Foundation6d ago
We’re excited to bring you the new PyTorch Certified Associate (PTCA) Certification Pathway, combining focused learning modules and the PyTorch Certified Associate (PTCA) certification exam...
PyTorchby Han Xu, Jacky Zhou, Jackie (Jiaqi) Xu, Hongtao Yu, Peng Chen (Dev Infra), Darren Liu, Dev (Devashish) Shankar, Max Leung, Nick Riasanovsky, Hao Yan, Manman Ren, Yuanwei (Kevin) Fang6d ago
Featured projects TL;DR In this blog post, we present our work on Jagged Flash Attention (JFA) — the attention kernel behind Meta’s Generative Ads Model (GEM) — on NVIDIA Blackwell (B200), built...
PyTorchby PyTorch Foundation8d ago
Featured projects TL;DR In only a few weeks, PyTorch Conference North America 2026 will begin in San Jose, bringing together the open source AI community to share ideas and collaborate.
PyTorchby Mehant Kammakomati (IBM), Jewel K M (Red Hat), Anubhav Jana (IBM), Padmanabha Venkatagiri Seshadri (IBM)8d ago
Featured projects TL;DR PyTorch’s Cross-Repository CI Relay (CRCR) gives out-of-tree accelerators a clean, scalable way to plug into upstream CI – and it leaves each backend free to decide which of...
PyTorchby PyTorch Foundation13d ago
Featured projects As deep learning models move rapidly from research prototypes into core enterprise infrastructure, the demand for practical, end-to-end PyTorch expertise has never been higher.
PyTorchby PyTorch Foundation15d ago
Some of the most interesting work being built with PyTorch starts in universities, research labs, student groups, and academic institutions. A new model architecture.
PyTorchby Thomas Parnell (IBM), Thomas Ortner (IBM), Richard Zou (Meta), Harry Mellor (Hugging Face)16d ago
Featured projects TL;DR To achieve state-of-the-art performance at the frontier, vLLM is changing its internal implementation in ways that make it incompatible with fullgraph torch.compile.
PyTorchby Cody Mazza-Anthony, Sr. Staff Machine Learning Engineer, @cmazzaanthony & Andrew McNamara, VP Machine Learning, @drewch16d ago
Featured projects TL;DR: This case study explores how Shopify compresses production failures into model weights every day, beats frontier-model quality, and cuts serving costs 96% by building a...
PyTorchby Vijay Janapa Reddi, Harvard University and ETH Zurich · Andrea Mattia Garavagno, ETH Zurich16d ago
Featured projects A framework you write yourself, tensors through transformers TL;DR Every mature systems project eventually needs a teaching version.
PyTorchby PyTorch Foundation20d ago
PyTorch Day Japan 2026 will bring the open source AI community together in Tokyo on December 10 for a full day of technical talks and interactive discussions designed to foster knowledge exchange...
PyTorchby PyTorch Foundation22d ago
Featured projects TL;DR Taking place October 20 to 21 in San Jose, California, PyTorch Conference North America 2026 highlights open research, tooling, and performance optimization across compiler...
PyTorchby Dev (Devashish) Shankar, Darren Liu, Chunzhi Yang, Jackie (Jiaqi) Xu,Markus Hoehnerbach, Jason Xie, Santosh Mohan, Han Xu, Rich Zhu, Josh Fromm, Hongtao Yu, Max Leung, and John Bocharov22d ago
TL;DR We extend FlashAttention-4 [1] with MXFP8 forward and backward, reaching 2.85 PF/s forward and 2 PF/s backward on LLM shapes.
PyTorchby Sayak Paul (Hugging Face), Dunfan Lu (Meta), Tarindu Jayatilaka (Meta), Jongsok Choi (Meta)27d ago
Featured projects TL;DR The HuggingFace Kernels project now has Helion support. This blog walks through how to build, autotune, and ship performant and portable Helion kernels via the Hugging Face...
PyTorchby PyTorch Foundation28d ago
PyTorch Conference China 2026 brought the PyTorch community together in Shanghai on September 8–9 alongside KubeCon + CloudNativeCon and OpenInfra Summit, following sponsor-hosted co-located events...
PyTorchby PyTorch Foundation8 Sept 2026
China’s leading AI technology companies Alibaba Cloud, Cambricon and Ant Group join the PyTorch Foundation as members Summary - Alibaba Cloud and Cambricon joined the PyTorch Foundation as Platinum...
PyTorchby PyTorch Foundation8 Sept 2026
The PyTorch Foundation, a community-driven hub for open source AI under the Linux Foundation, is announcing today that Cambricon has joined as a Platinum member.
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