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Refactor instructpix2pix lora to support peft #10205

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Merged
merged 12 commits into from
Jan 7, 2025
Merged

Refactor instructpix2pix lora to support peft #10205

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2b9bc1d
make base code changes referred from train_instructpix2pix script in …
Aiden-Frost Dec 12, 2024
9274126
change code to use PEFT as discussed in issue 10062
Aiden-Frost Dec 12, 2024
fd25336
update README training command
Aiden-Frost Dec 12, 2024
a3c9c02
Merge branch 'main' into refactor-instructpix2pix_lora-toSupport-peft
sayakpaul Dec 13, 2024
e8458f6
update README training command
Aiden-Frost Dec 21, 2024
296ecdd
refactor variable name and freezing unet
Aiden-Frost Dec 21, 2024
0d1c930
Merge branch 'main' into refactor-instructpix2pix_lora-toSupport-peft
sayakpaul Dec 22, 2024
2b2e76e
Update examples/research_projects/instructpix2pix_lora/train_instruct…
Aiden-Frost Dec 22, 2024
f037e79
update README installation instructions.
Aiden-Frost Dec 22, 2024
25d1ee1
Merge branch 'main' into refactor-instructpix2pix_lora-toSupport-peft
sayakpaul Dec 23, 2024
ebe5297
cleanup code using make style and quality
Aiden-Frost Jan 7, 2025
efaf159
Merge branch 'main' into refactor-instructpix2pix_lora-toSupport-peft
sayakpaul Jan 7, 2025
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7 changes: 5 additions & 2 deletions examples/research_projects/instructpix2pix_lora/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@ export MODEL_ID="timbrooks/instruct-pix2pix"
export DATASET_ID="instruction-tuning-sd/cartoonization"
export OUTPUT_DIR="instructPix2Pix-cartoonization"

accelerate launch finetune_instruct_pix2pix.py \
accelerate launch train_instruct_pix2pix_lora.py \
--pretrained_model_name_or_path=$MODEL_ID \
--dataset_name=$DATASET_ID \
--enable_xformers_memory_efficient_attention \
Expand All @@ -24,7 +24,10 @@ accelerate launch finetune_instruct_pix2pix.py \
--rank=4 \
--output_dir=$OUTPUT_DIR \
--report_to=wandb \
--push_to_hub
--push_to_hub \
--original_image_column="original_image" \
--edited_image_column="cartoonized_image" \
--edit_prompt_column="edit_prompt"
```

## Inference
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