Sayak Paul
sayakpaul
AI & ML interests
Diffusion models, representation learning
Articles
Organizations
Posts
4
Post
We're introducing experimental support for
If you have multiple GPUs you want to use to distribute the pipeline models, you can do so. Additionally, this becomes more useful when you have multiple low-VRAM GPUs.
Documentation:
https://huggingface.co/docs/diffusers/main/en/training/distributed_inference#device-placement
🚨 Currently, only "balanced" device mapping strategy is supported.
device_map in Diffusers 🤗If you have multiple GPUs you want to use to distribute the pipeline models, you can do so. Additionally, this becomes more useful when you have multiple low-VRAM GPUs.
Documentation:
https://huggingface.co/docs/diffusers/main/en/training/distributed_inference#device-placement
🚨 Currently, only "balanced" device mapping strategy is supported.
Post
Worked on a short blog post discussing how we semi-automated the release process of the
* Publishing the package on Test PyPI and main PyPI servers.
* Notifying an internal Slack channel after a release is published on the repository.
Check it out here 👉
https://sayak.dev/posts/streamlined-releases.html
diffusers library. The post delves deeper into the workflows responsible for:* Publishing the package on Test PyPI and main PyPI servers.
* Notifying an internal Slack channel after a release is published on the repository.
Check it out here 👉
https://sayak.dev/posts/streamlined-releases.html
Collections
2
This collection contains a list of my most favorite text-to-image diffusion models.
Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more.
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Progressive Distillation for Fast Sampling of Diffusion Models
Paper • 2202.00512 • Published • 1 -
On Distillation of Guided Diffusion Models
Paper • 2210.03142 • Published -
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Paper • 2309.06380 • Published • 31 -
Consistency Models
Paper • 2303.01469 • Published • 5
spaces
19
Running
12
📈
Demo Docker Gradio
Sleeping
🧨
Diffusers Docs QA Chatbot
Ask questions to the Diffusers documentation.
Runtime error
7
🧨
Convert Kerascv SD to Diffusers
Runtime error
🚀
Inpainting Tool
Build error
13
🐶
Generate Custom Pokemons with Stable Diffusion
Sleeping
8
⏰
Evaluate StableDiffusionPipeline with Different Schedulers
models
53
sayakpaul/sdxl-orpo-large-beta_orpo-0.005-beta_inner-100-lr-1e-6-scaled-steps-5000
Updated
sayakpaul/sdxl-orpo-large-beta_orpo-0.005-beta_inner-100-lr-1e-6-steps-5000
Updated
sayakpaul/sdxl-orpo-large-beta_orpo-0.005-beta_inner-100-lr-1e-6-no-decay-samples-500000
Updated
sayakpaul/diffusion-sdxl-orpo-wds
Text-to-Image
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Updated
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59
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1
sayakpaul/diffusion-sdxl-orpo
Text-to-Image
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Updated
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515
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13
sayakpaul/kohya-format-sdxl-lora
Text-to-Image
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Updated
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168
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1
sayakpaul/gemma-2b-sft-qlora-no-robots
Updated
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125
sayakpaul/OpenDiT
Updated
sayakpaul/mgie
Updated
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647
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6
sayakpaul/pixel_peft_model-new
Updated
datasets
30
sayakpaul/pickapic_v2_webdataset
Viewer
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Updated
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4
sayakpaul/generated-gemini-responses
Viewer
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Updated
sayakpaul/sample-datasets
Updated
sayakpaul/no_robots_only_coding
Viewer
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Updated
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298
sayakpaul/temp-dataset-autotrain-553
Viewer
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Updated
sayakpaul/diffusers-qa-chatbot-artifacts
Viewer
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Updated
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1
sayakpaul/mgie-results
Viewer
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Updated
sayakpaul/coco-30-val-2014
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Updated
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279
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2
sayakpaul/drawbench-sdxl-refiner
Viewer
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Updated
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1
sayakpaul/drawbench-kandinsky-v22
Viewer
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Updated