[PEFT / LoRA ] Fix text encoder scaling
#5204
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8 tasks
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PR looks good but many tests are failing - can you take a look here @younesbelkada ? |
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Thanks! Should be fixed now! |
patrickvonplaten
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Sep 29, 2023
rchuzh99
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Oct 4, 2023
* move text encoder changes * fix * add comment. * fix tests * Update src/diffusers/utils/peft_utils.py --------- Co-authored-by: Patrick von Platen <[email protected]>
yoonseokjin
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Dec 25, 2023
* move text encoder changes * fix * add comment. * fix tests * Update src/diffusers/utils/peft_utils.py --------- Co-authored-by: Patrick von Platen <[email protected]>
AmericanPresidentJimmyCarter
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Apr 26, 2024
* move text encoder changes * fix * add comment. * fix tests * Update src/diffusers/utils/peft_utils.py --------- Co-authored-by: Patrick von Platen <[email protected]>
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What does this PR do?
Addresses the first comment of #5151 (review)
1- removes the
use_peft_backendargument fromadjust_lora_scale_text_encoder2- Calls
scale_lora_layers/unscale_lora_layersonencode_promptforStableDiffusionPipelineandStableDiffusionXLPipeline3-
make fix-copiesAll tests pass and I made sure the generate image is the same with and without scale argument from main.
cc @patrickvonplaten @sayakpaul