Memory-efficient Diffusion Transformers with Quanto and Diffusers
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Sayak Paul
sayakpaul
AI & ML interests
Diffusion models, representation learning
Articles
Organizations
Posts
11
Post
2117
Here is a hackable and minimal implementation showing how to perform distributed text-to-image generation with Diffusers and Accelerate.
Full snippet is here: https://gist.github.com/sayakpaul/cfaebd221820d7b43fae638b4dfa01ba
With @JW17
Full snippet is here: https://gist.github.com/sayakpaul/cfaebd221820d7b43fae638b4dfa01ba
With @JW17
Post
4295
Flux.1-Dev like images but in fewer steps.
Merging code (very simple), inference code, merged params: sayakpaul/FLUX.1-merged
Enjoy the Monday 🤗
Merging code (very simple), inference code, merged params: sayakpaul/FLUX.1-merged
Enjoy the Monday 🤗
Collections
1
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 • 32 -
Consistency Models
Paper • 2303.01469 • Published • 6
spaces
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Running
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📈
Demo Docker Gradio
Runtime error
🧨
Diffusers Docs QA Chatbot
Ask questions to the Diffusers documentation.
Build error
7
🧨
Convert Kerascv SD to Diffusers
Runtime error
🚀
Inpainting Tool
Build error
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🐶
Generate Custom Pokemons with Stable Diffusion
Sleeping
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⏰
Evaluate StableDiffusionPipeline with Different Schedulers
models
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sayakpaul/cog-t5-nf4
Updated
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22
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sayakpaul/flux.1-dev-int8-pkg
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2
sayakpaul/flux.1-schell-int8wo-improved
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134
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2
sayakpaul/flux.1-dev-nf4-pkg
Updated
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7
sayakpaul/flux.1-dev-nf4-with-bnb-integration
Updated
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147
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9
sayakpaul/fp8-dog-lora-flux
Text-to-Image
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Updated
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32
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sayakpaul/yarn_art_lora_flux
Text-to-Image
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Updated
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39
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sayakpaul/flux.1-schell-int8wo
Updated
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2
sayakpaul/flux.1-dev-nf4
Updated
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1.65k
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12
sayakpaul/t5-efficient-tiny-safetensors
Text2Text Generation
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Updated
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12
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3
datasets
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sayakpaul/sample-datasets
Viewer
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Updated
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4
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2
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1
sayakpaul/poses-controlnet-dataset
Viewer
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496
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166
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4
sayakpaul/torchao-diffusers
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2
sayakpaul/pickapic_v2_webdataset
Viewer
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Updated
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8.7k
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2
sayakpaul/generated-gemini-responses
Viewer
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Updated
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115
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2
sayakpaul/no_robots_only_coding
Viewer
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350
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2
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1
sayakpaul/diffusers-qa-chatbot-artifacts
Viewer
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Updated
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265k
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2
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1
sayakpaul/mgie-results
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Updated
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8
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2
sayakpaul/coco-30-val-2014
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30k
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7.08k
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4
sayakpaul/drawbench-sdxl-refiner
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Updated
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200
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7
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1