🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware Feb 10, 2023 • 46
view post Post 375 We have authored a post to go over the state of video generation in the Diffusers ecosystem 🧨We cover the models supported, the knobs of optims our users can fire, fine-tuning, and more 🔥5-6GBs for HunyuanVideo, sky is the limit 🌌 🤗https://huggingface.co./blog/video_gen See translation
view post Post 4266 Commits speak louder than words 🤪* 4 new video models* Multiple image models, including SANA & Flux Control* New quantizers -> GGUF & TorchAO* New training scripts Enjoy this holiday-special Diffusers release 🤗Notes: https://github.com/huggingface/diffusers/releases/tag/v0.32.0 See translation
Flux tools in NF4 Contains Flux Fill, Canny, and Dev checkpoints in NF4. diffusers/FLUX.1-Fill-dev-nf4 Updated Nov 24, 2024 • 9 diffusers/FLUX.1-Canny-dev-nf4 Updated Nov 24, 2024 • 2 diffusers/FLUX.1-Depth-dev-nf4 Updated Nov 24, 2024 • 3
Optimizing diffusion models Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more. Progressive Distillation for Fast Sampling of Diffusion Models Paper • 2202.00512 • Published Feb 1, 2022 • 1 On Distillation of Guided Diffusion Models Paper • 2210.03142 • Published Oct 6, 2022 InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Paper • 2309.06380 • Published Sep 12, 2023 • 32 Consistency Models Paper • 2303.01469 • Published Mar 2, 2023 • 8
Progressive Distillation for Fast Sampling of Diffusion Models Paper • 2202.00512 • Published Feb 1, 2022 • 1
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Paper • 2309.06380 • Published Sep 12, 2023 • 32
sayakpaul/omnisana-lr_1e-4-wd_0.0001-cd_0.0-scheduler_constant Text-to-Image • Updated 5 days ago • 5
sayakpaul/cartoon-control-lr_1e-4-wd_1e-4-gs_10.0-cd_0.1 Text-to-Image • Updated 22 days ago • 23 • 6