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diffuser-layerdiffuse's Introduction

Diffuser-layerdiffuse

Note: This is an early stage unofficial implementation. Currently, it only implements "Transparent Image Generation (Attn/Conv Injection)".

Prediction

  • Edit the generation parameters in predict.py including prompt, seed, etc.

python predict.py

diffuser-layerdiffuse's People

Contributors

kaustubhpatange avatar

Stargazers

avatar kai wang avatar avatar Lune avatar ka1tte avatar avatar avatar avatar Sandalots avatar Slice avatar avatar Chengming Xu avatar Wang Qiang avatar Chenkai Zhang avatar Junyan ye avatar funnycat avatar Chauncey avatar Yifan Pu avatar Ömer Karışman avatar Leheng Li avatar avatar

Watchers

avatar Pyjcsx avatar YuYuai avatar Wen Wang avatar avatar Fan Wei avatar

Forkers

okaris camenduru

diffuser-layerdiffuse's Issues

Any support for the Transparent Encoder?

Hi! Thank you for your great work! The support in the diffusers codebase really helps!

I also want to know do you have some plans to also support the transparent encoder inference?

Looking forward your reply!

Why is it so VRAM intensive?

Hi, thanks for this have been messing about with it today but it uses up to 22gb which is huge and not sure why?
I assume sd 1.5 can also be used? How about sdxl lightning and SSD-1B?

No LoRA weights loaded

Hi, thanks for your clean code! But it seems that the LoRA weights in layer_xl_transparent_attn.safetensors are not loaded.

Diffuser-layerdiffuse/lib_layerdiffusion/patcher.py

Line 18 in 03e84fc

if k in self.model_keys:

Since the same parameter values are assigned to different key names in LayerDiffusion and diffusers, no LoRA weights are actually loaded in the current implementation.

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