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20 Commits

Author SHA1 Message Date
Ryan Dick
e88d3cf2f7 Assume alpha=rank for FLUX diffusers PEFT LoRA models. 2024-09-16 13:57:07 +00:00
Ryan Dick
61d3d566de Minor cleanup and documentation updates. 2024-09-15 04:39:56 +03:00
Ryan Dick
81fbaf2b8b Assume LoRA alpha=8 for FLUX diffusers PEFT LoRAs. 2024-09-15 04:39:56 +03:00
Ryan Dick
10c3c61cb2 Get diffusers FLUX LoRA working as sidecar patch on quantized model. 2024-09-15 04:39:56 +03:00
Ryan Dick
705173b575 Remove unused layer_key property from LoRALayerBase. 2024-09-15 04:39:56 +03:00
Ryan Dick
ee5d8f6caf lora_layer_from_state_dict(...) -> any_lora_layer_from_state_dict(...) 2024-09-15 04:39:56 +03:00
Ryan Dick
aac97e105a Genera cleanup/documentation. 2024-09-15 04:39:56 +03:00
Ryan Dick
552a5b06a4 Add a check that all keys are handled in the FLUX Diffusers LoRA loading code. 2024-09-15 04:39:56 +03:00
Ryan Dick
31a8757e6b Add is_state_dict_likely_in_flux_diffusers_format(...) function with unit test. 2024-09-15 04:39:56 +03:00
Ryan Dick
534e938a62 Add unit test for lora_model_from_flux_diffusers_state_dict(...). 2024-09-15 04:39:56 +03:00
Ryan Dick
040cc28f93 First draft of lora_model_from_flux_diffusers_state_dict(...). 2024-09-15 04:39:56 +03:00
Ryan Dick
dc09171cdb WIP on supporting diffusers format FLUX LoRAs. 2024-09-15 04:39:56 +03:00
Ryan Dick
cf9f30cc56 Rename flux_kohya_lora_conversion_utils.py 2024-09-15 04:39:56 +03:00
Ryan Dick
50c9410121 WIP 2024-09-15 04:39:56 +03:00
Ryan Dick
00e56863c2 Add utility function for detecting whether a state_dict is in the FLUX kohya LoRA format. 2024-09-15 04:39:56 +03:00
Ryan Dick
7b5befad0d Update convert_flux_kohya_state_dict_to_invoke_format() to raise an exception if an unexpected key is encountered, and add a corresponding unit test. 2024-09-15 04:39:56 +03:00
Ryan Dick
d0d91eaeec Fix type errors in sdxl_lora_conversion_utils.py 2024-09-15 04:39:56 +03:00
Ryan Dick
fc380f077f Start moving SDXL-specific LoRA conversions out of the general-purpose LoRAModelRaw class. 2024-09-15 04:39:56 +03:00
Ryan Dick
ade75b4748 Get convert_flux_kohya_state_dict_to_invoke_format(...) working, with unit tests. 2024-09-15 04:39:56 +03:00
Ryan Dick
c41bd59812 WIP - Initial logic for kohya FLUX LoRA conversion. 2024-09-15 04:39:56 +03:00