# Hugging Face — Using LoRA for Efficient Stable Diffusion Fine-Tuning

- Company: Hugging Face (huggingface.co)
- Announced: 2023-01-26
- Category: developer-tool-release
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://huggingface.co/blog/lora
- Record: https://forck.live/items/2106-using-lora-for-efficient-stable-diffusion-fine-tuning
- Subject: Platform
- Models affected: Stable Diffusion

Hugging Face announces LoRA training support in their diffusers library, enabling efficient fine-tuning of Stable Diffusion with reduced compute and memory requirements, and significantly smaller trained weight files (~3 MB).

## Evidence

Verbatim from https://huggingface.co/blog/lora:

> We've been working with @cloneofsimo to provide LoRA training support in diffusers, for both Dreambooth and full fine-tuning methods!

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