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Sayak Paul

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torch.compile and Diffusers: A Hands-On Guide to Peak PerformancePyTorch Conference Europe 20262026-04-07
Shows how to use torch.compile with Diffusers to speed up diffusion models like Flux‑1‑Dev, including concrete configs: compile the Diffusion Transformer for…
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Designing tests for ML librariesPyData Amsterdam 20252025-09-24
Shows concrete testing practices from HuggingFace: how diffusers and PFT run a stratified test schedule (fast per-PR, slow on main, nightly GPU runs)…
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State of Open Video Generation ModelsAI_dev Europe 20252025-08-28
Open video models already produce near-closed-model quality: the open 1.2.2/12.2 family rivals Sora on visual fidelity and instruction adherence. Popular…
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Democratizing Diffusion Models with DiffusersOpen Source Summit Japan + AI_dev 20242024-10-28
An open-source Python library (Apache 2) that runs state‑of‑the‑art image and video diffusion models (Mochi1, Stable Diffusion 3/3.5, Flux) with four‑line…
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