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Fast LoRA inference for Flux with Diffusers and PEFT

Hugging Face · published 23 July 2025

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https://huggingface.co/spaces/multimodalart/flux-lora-the-explorer

huggingface.co

https://huggingface.co/ByteDance/Hyper-SD/

huggingface.co

https://huggingface.co/black-forest-labs/FLUX.1-dev

huggingface.co

https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev

huggingface.co

https://github.com/huggingface/lora-fast

github.com

https://pytorch.org/blog/presenting-flux-fast-making-flux-go-brrr-on-h100s/

pytorch.org

https://pytorch.org/blog/torch-compile-and-diffusers-a-hands-on-guide-to-peak-performance/

pytorch.org

https://github.com/huggingface/lora-fast/blob/main/utils/fa3_processor.py

github.com

https://huggingface.co/docs/diffusers/main/en/tutorials/using_peft_for_inference

huggingface.co

https://github.com/pytorch/pytorch/issues/141548

github.com

https://huggingface.co/docs/diffusers/main/en/quantization/bitsandbytes

huggingface.co

https://huggingface.co/datasets/sayakpaul/sample-datasets/resolve/main/lora-fast/image_1_lora_fast.png

huggingface.co

https://huggingface.co/datasets/sayakpaul/sample-datasets/resolve/main/lora-fast/image_2_lora_fast.png

huggingface.co

https://github.com/huggingface/peft/blob/92d65cafa51c829484ad3d95cf71d09de57ff066/src/peft/utils/hotswap.py

github.com

https://github.com/ParagEkbote

github.com

https://replicate.com/paragekbote/flux-fast-lora-hotswap

replicate.com