Create convert_diffusers_sdxl_lora_to_webui.py #6395
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sayakpaul
reviewed
Dec 30, 2023
sayakpaul
reviewed
Dec 30, 2023
sayakpaul
reviewed
Dec 30, 2023
| diffusers_state_dict = load_file(input_lora) | ||
| peft_state_dict = convert_all_diffusers_to_peft(diffusers_state_dict) | ||
| kohya_state_dict = convert_peft_to_kohya(peft_state_dict) | ||
| save_file(kohya_state_dict, output_lora) |
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Do we wanna have an option for push_to_hub? That'd be very cool IMO.
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Love it! I'd merge it as is for now and add it in a next PR , we can also have other utils to PR a Kohya weight to existing diffusers trained repos and other cool utils like that
sayakpaul
reviewed
Dec 30, 2023
| # - Colab (only on Pro): https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/SDXL_Dreambooth_LoRA_advanced_example.ipynb | ||
| # Canonical diffusers training scripts: | ||
| # - Script: https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/train_dreambooth_lora_sdxl.py | ||
| # - Colab (runs on free tier): https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/SDXL_DreamBooth_LoRA_.ipynb |
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Can we also add a working example for the script itself? I think that might be helpful too!
younesbelkada
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Dec 30, 2023
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Thanks a lot @apolinario @sayakpaul for taking care of this!
antoine-scenario
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Jan 2, 2024
* Create convert_diffusers_sdxl_lora_to_webui.py * Move some conversion logic to utils * fix logging import * Add usage example --------- Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>
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AmericanPresidentJimmyCarter
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Apr 26, 2024
* Create convert_diffusers_sdxl_lora_to_webui.py * Move some conversion logic to utils * fix logging import * Add usage example --------- Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>
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What does this PR do?
Converts Diffusers SDXL LoRA to WebUIs format (AUTOMATIC1111, ComfyUI, SD.Next, etc)
Who can review?
@sayakpaul @younesbelkada