# Drastic outputs quality drops between Automatic1111 and Hugging face Diffusers

**URL:** <https://discuss.huggingface.co/t/drastic-outputs-quality-drops-between-automatic1111-and-hugging-face-diffusers/87056>\
**Category:** 🧨 Diffusers\
**Created:** [May 16, 2024, 5:41pm UTC](https://discuss.huggingface.co/t/drastic-outputs-quality-drops-between-automatic1111-and-hugging-face-diffusers/87056 "2024-05-16T17:41:18Z")\
**Posts on this page:** 4\
**Page:** 1

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**Author:** ![Felox](https://avatars.discourse-cdn.com/v4/letter/f/f6c823/32.png) [@Felox](https://discuss.huggingface.co/u/Felox)\
**Post date:** [May 16, 2024, 5:41pm UTC](https://discuss.huggingface.co/t/drastic-outputs-quality-drops-between-automatic1111-and-hugging-face-diffusers/87056/1 "2024-05-16T17:41:18Z")

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I wanted to move a specific pipeline from Automatic1111 to a pure-code solution using hugging face diffusion pipeline. With the exact same parameter, the quality in the diffusers is worst. it uses instant id, realvisSDXLv40-lightning, guidance scale of 1, same prompt and negative prompt, seed, same instant id parameter, same scheduler (DPM++ 2M Karras).

is there a way to prevent this from happening ?

How to achieve better result with diffusers ?

Thanks in advance

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**Author:** ![Felox](https://avatars.discourse-cdn.com/v4/letter/f/f6c823/32.png) [@Felox](https://discuss.huggingface.co/u/Felox)\
**Post date:** [May 20, 2024, 8:05am UTC](https://discuss.huggingface.co/t/drastic-outputs-quality-drops-between-automatic1111-and-hugging-face-diffusers/87056/2 "2024-05-20T08:05:55Z")

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Here are two generation with exactly the same parametters as put above:

 ![comparaison1](https://us1.discourse-cdn.com/hellohellohello/original/3X/4/5/45a702c577fef0d50aa4b30e14f7294a5d4378d8.jpeg)

Diffusers showcase also a hyper “grainy” outputs it keeps lots of noise in the outputs

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**Author:** ![Swarzox](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/swarzox/32/28950_2.png) [@Swarzox](https://discuss.huggingface.co/u/Swarzox)\
**Post date:** [July 3, 2024, 6:17pm UTC](https://discuss.huggingface.co/t/drastic-outputs-quality-drops-between-automatic1111-and-hugging-face-diffusers/87056/3 "2024-07-03T18:17:04Z")

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exact same issue with same model, did you find any workaround?

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<div class="post-metadata">

**Author:** ![Felox](https://avatars.discourse-cdn.com/v4/letter/f/f6c823/32.png) [@Felox](https://discuss.huggingface.co/u/Felox)\
**Post date:** [November 7, 2024, 1:41pm UTC](https://discuss.huggingface.co/t/drastic-outputs-quality-drops-between-automatic1111-and-hugging-face-diffusers/87056/4 "2024-11-07T13:41:33Z")

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Sorry about the time for answering. I did use [freeU](https://huggingface.co/docs/diffusers/main/en/using-diffusers/image_quality?freeu=Stable+Diffusion+XL#details) for better Image generation, thought it still looks noisy.