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Files

Sayak Paul 2a97067b84 [Experimental] Diffusion LoRA DPO training (#6422 )

* add: experimental script for diffusion dpo training.

* random_crop cli.

* fix: caption tokenization.

* fix: pixel_values index.

* fix: grad?

* debug

* fix: reduction.

* fixes in the loss calculation.

* style

* fix: unwrap call.

* fix: validation inference.

* add: initial sdxl script

* debug

* make sure images in the tuple are of same res

* fix model_max_length

* report print

* boom

* fix: numerical issues.

* fix: resolution

* comment about resize.

* change the order of the training transformation.

* save call.

* debug

* remove print

* manually detaching necessary?

* use the same vae for validation.

* add: readme.

2024-01-05 16:40:06 +05:30

colossalai

[Styling] stylify using ruff (#5841 )

2023-11-20 11:48:34 +01:00

controlnet

Harmonize HF environment variables + deprecate use_auth_token (#6066 )

2023-12-06 22:22:31 +01:00

controlnetxs

[LoRA deprecation] handle rest of the stuff related to deprecated lora stuff. (#6426 )

2024-01-03 20:54:09 +05:30

diffusion_dpo

[Experimental] Diffusion LoRA DPO training (#6422 )

2024-01-05 16:40:06 +05:30

dreambooth_inpaint

Set usedforsecurity=False in hashlib methods (FIPS compliance) (#5790 )

2023-11-17 14:56:58 +01:00

intel_opts

[Examples] Update with HFApi (#5393 )

2023-10-16 19:34:46 +05:30

lora

Multiply lr scheduler steps by num_processes. (#3983 )

2023-07-13 17:50:25 +05:30

multi_subject_dreambooth

Set usedforsecurity=False in hashlib methods (FIPS compliance) (#5790 )

2023-11-17 14:56:58 +01:00

multi_subject_dreambooth_inpainting

changed w&b report link (#6387 )

2023-12-29 19:49:11 +05:30

multi_token_textual_inversion

[Docs] Fix typos (#6122 )

2023-12-11 10:55:28 -08:00

onnxruntime

[Docs] Fix typos (#6122 )

2023-12-11 10:55:28 -08:00

rdm

[Schedulers] Fix callback steps (#5261 )

2023-10-02 19:52:53 +02:00

realfill

Bump transformers from 4.34.0 to 4.36.0 in /examples/research_projects/realfill (#6255 )

2023-12-21 09:03:17 +05:30

sdxl_flax

[Docs] Fix typos (#6122 )

2023-12-11 10:55:28 -08:00

README.md

[Docs] Fix typos (#6122 )

2023-12-11 10:55:28 -08:00

README.md

Research projects

This folder contains various research projects using 🧨 Diffusers. They are not really maintained by the core maintainers of this library and often require a specific version of Diffusers that is indicated in the requirements file of each folder. Updating them to the most recent version of the library will require some work.

To use any of them, just run the command

pip install -r requirements.txt

inside the folder of your choice.

If you need help with any of those, please open an issue where you directly ping the author(s), as indicated at the top of the README of each folder.