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Mar 4, 2025

📣 Submit to Speak at PyTorch Conference + Save on Registration

Step into the Future of AI at PyTorch Conference 2025. The Call for Proposals for PyTorch Conference 2025 is officially open! Join us in San Francisco from October 22–23, 2025, to showcase your expertise and innovations with PyTorch—the industry-leading, open-source machine learning framework powering innovations from bare-metal infrastructure to sophisticated application and agent…

Feb 12, 2025

Solve Real-Word AI Challenges with PyTorch at Datathon 2025: DataOrbit

We’re excited to have PyTorch sponsor Datathon 2025: DataOrbit, a place where students can collaborate with a team to solve problems using real-world datasets! This event, hosted by Data Science UCSB in collaboration with Gaucho Sports Analytics and ACM@UCSB, will take place on February 22–23rd, 2025 at UC Santa Barbara, with the…

vLLM Joins PyTorch Ecosystem

Dec 9, 2024

vLLM Joins PyTorch Ecosystem: Easy, Fast, and Cheap LLM Serving for Everyone

We’re thrilled to announce that the vLLM project has become a PyTorch ecosystem project, and joined the PyTorch ecosystem family! For more information on what it means to be a PyTorch ecosystem project, see the PyTorch Ecosystem Tools page. Running large language models (LLMs) is both resource-intensive and complex, especially as these models…

rebellions PyTorch Foundation new member

Nov 21, 2024

Rebellions Joins the PyTorch Foundation as a General Member

The PyTorch Foundation, a neutral home for the deep learning community to collaborate on the open source PyTorch framework and ecosystem, is announcing today that Rebellions has joined as a general member. Rebellions is a South Korea-based semiconductor company specializing in the design and development of AI chips for data…

Sep 26, 2024

PyTorch Native Architecture Optimization: torchao

We’re happy to officially launch torchao, a PyTorch native library that makes models faster and smaller by leveraging low bit dtypes, quantization and sparsity. torchao is an accessible toolkit of techniques written (mostly) in easy to read PyTorch code spanning both inference and training. This blog will help you pick which techniques…

Sep 12, 2024

Arm Joins the PyTorch Foundation as a Premier Member

The PyTorch Foundation, a neutral home for the deep learning community to collaborate on the open source PyTorch framework and ecosystem, is announcing today that Arm has joined as a premier member. Arm designs a high-performance, power-efficient compute platform with unmatched scalability, supporting a vast ecosystem of developers deploying AI at the…

Sep 8, 2024

PyTorch Shanghai Meetup Notes

Summary We are honored to successfully host the PyTorch Shanghai Meetup on August 15, 2024. This Meetup has received great attention from the industry. We invited senior PyTorch developers from Intel and Huawei as guest speakers, who shared their valuable experience and the latest technical trends. In addition, this event…

Jul 30, 2024

Introducing torchchat: Accelerating Local LLM Inference on Laptop, Desktop and Mobile

Today, we’re releasing torchchat, a library showcasing how to seamlessly and performantly run Llama 3, 3.1, and other large language models across laptop, desktop, and mobile. In our previous blog posts, we showed how to use native PyTorch 2 to run LLMs with great performance using CUDA. Torchchat expands on this with more…

Jul 3, 2024

Announcing Hacker Cup AI Track at NeurIPS 2024

The PyTorch team in partnership with Meta Hacker Cup, and Microsoft Research, are excited to announce the Hacker Cup AI Track at NeurIPS 2024. This will be the first AI track for the popular Meta Hacker Cup programming competition designed to assess the capabilities of Generative AI in performing autonomous…

Jun 25, 2024

Powering the AI Revolution: The PyTorch Documentary

Now live: The official PyTorch Documentary! This film unveils the authentic narrative of PyTorch’s inception, attributing its existence to a dedicated group of unsung heroes driving technological innovation. The documentary shares the strength of the PyTorch community, resonating with our communities across the globe. We hope this story of PyTorch inspires…