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Sayak Paul
sayakpaul
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ariG23498's profile picture
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Samarth-Marpakwar's profile picture
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https://sayak.dev
RisingSayak
sayakpaul
AI & ML interests
Diffusion models, representation learning
Recent Activity
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Radial Attention: $O(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation
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Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation
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Inference for generative ai models looks like a mine field, but there’s a simple protocol for picking the best inference: 🌍 95% of users >> If you’re using open (large) models and need fast online inference, then use Inference providers on auto mode, and let it choose the best provider for the model. https://huggingface.co/docs/inference-providers/index 👷 fine-tuners/ bespoke >> If you’ve got custom setups, use Inference Endpoints to define a configuration from AWS, Azure, GCP. https://endpoints.huggingface.co/ 🦫 Locals >> If you’re trying to stretch everything you can out of a server or local machine, use Llama.cpp, Jan, LMStudio or vLLM. https://huggingface.co/settings/local-apps#local-apps 🪟 Browsers >> If you need open models running right here in the browser, use transformers.js. https://github.com/huggingface/transformers.js Let me know what you’re using, and if you think it’s more complex than this.
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sayakpaul
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sayakpaul/sample-datasets
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4 days ago
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sayakpaul/butteflies_with_classes
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sayakpaul/OmniEdit-mini
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sayakpaul/video-dataset-disney-organized
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sayakpaul/pick-a-pic-v2-unique-prompts
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sayakpaul/poses-controlnet-dataset
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sayakpaul/torchao-diffusers
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sayakpaul/pickapic_v2_webdataset
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sayakpaul/no_robots_only_coding
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sayakpaul/diffusers-qa-chatbot-artifacts
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sayakpaul/coco-30-val-2014
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sayakpaul/drawbench-upsampled-zephyr-7b-alpha
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sayakpaul/drawbench
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sayakpaul/hf-codegen-v2
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sayakpaul/hf-codegen
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sayakpaul/keras-xla-benchmarks
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sayakpaul/xl-base-0.9-parti-prompts-two
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sayakpaul/instructpix2pix-demo
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sayakpaul/ReDWeb
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sayakpaul/ucf101-subset
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sayakpaul/nyu_depth_v2
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sayakpaul/diode-subset-train
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