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PyTorch Foundation is the deep learning community home for the open source PyTorch framework and ecosystem.

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New Speed Record of Qwen3.5-397B-A17B on GPU for Agentic Workloads with TokenSpeed Blog Up to 580tps! … Find development resources and get your questions answered View Resources › Stay in touch for updates, event info, and the latest news hbspt.forms.create({ region: "na1", portalId:

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Projects PyTorch Executorch vLLM DeepSpeed Ray Helion Safetensors Host Your Project Docs PyTorch Domains Blog & News Blog Announcements Case Studies Newsletter About PyTorch Foundation … › Resources Find development resources and get your questions answered View Resources › Stay in touch for updates, event info, and the latest news hbspt.forms.create({ region: "na1

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Projects PyTorch Executorch vLLM DeepSpeed Ray Helion Safetensors Host Your Project Docs PyTorch Domains Blog & News Blog Announcements Case Studies Newsletter About PyTorch Foundation … It is built natively on SGLang for high-throughput rollout and integrates deeply with Megatron-LM for scalable training, uses Ray to orchestrate the distributed system, and keeps PyTorch

pytorch.org

PyTorch Executorch vLLM DeepSpeed Ray Helion Safetensors Host Your Project Docs PyTorch Domains Blog & News Blog Announcements Case Studies Newsletter About PyTorch Foundation … › Resources Find development resources and get your questions answered View Resources › Stay in touch for updates, event info, and the latest news hbsp

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Projects PyTorch Executorch vLLM DeepSpeed Ray Helion Safetensors Host Your Project Docs PyTorch Domains Blog & News Blog Announcements Case Studies Newsletter About PyTorch Foundation … Here’s a minimal downstream workflow: name: PyTorch CI on: repository_dispatch: types: [pull_request] permissions: id-token: write jobs: test: runs-on: ubuntu-latest steps: - uses:

pytorch.org

Explore stories and insights from the PyTorch ecosystem shared by the community.

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Contact the PyTorch Foundation to learn how to collaborate and contribute to the ecosystem.

pytorch.org

Custom Operators Landing Page Distributed Data Parallel Extending PyTorch Extending torch.func with autograd.Function Frequently Asked Questions Getting Started on Intel GPU Gradcheck … Governance | Build + CI PyTorch Contribution Guide PyTorch Design Philosophy PyTorch Governance | Mechanics PyTorch Governance | Maintainers Tutorials Go to pytorch.org Ctrl+K document.addEventListener