# clm_FEDEE98E5472

subject: Hugging Face (/record/hugging-face.md)  
predicate: feature_added  
value: Fast LoRA inference  
valid_from: 2025-07-23  
valid_to: null  
published: 2025-07-23  
recorded: 2026-11-01  
confidence: 0.70  
status: valid  
assertable: true  
superseded_by: null  
last_updated: 2026-11-01  
checked: 2026-11-01 · its source page states the value and the date  

> This post outlined an optimization recipe for fast LoRA inference with Flux, demonstrating significant speedups. Our approach combines Flash Attention 3, torch.compile , and FP8 quantization while ensuring hotswapping capabilities without recompilation issues.

What https://huggingface.co/blog/lora-fast says, word for word.

## Sources

- https://huggingface.co/blog/lora-fast (primary, Hugging Face, published 2025-07-23)

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