Add example script for training/fine-tuning ELLA #27
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[1/3] Train text to image lora with ella. Modified from https://huggingface.co/docs/diffusers/training/lora#launch-the-script export MODEL_NAME="runwayml/stable-diffusion-v1-5"
export OUTPUT_DIR="/tmp/finetune_lora_pokemon"
export DATASET_NAME="diffusers/pokemon-llava-captions"
# export DATASET_NAME="/path/to/local/dataset/huggingface/datasets/diffusers___parquet/diffusers--pokemon-llava-captions-d6a88a772327b199/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec"
accelerate launch --mixed_precision="fp16" train_text_to_image_lora_with_ella.py \
--pretrained_ella /path/to/the/pretrained/ella-sd1.5-tsc-t5xl.safetensors \
--pretrained_model_name_or_path=$MODEL_NAME \
--dataset_name=$DATASET_NAME \
--dataloader_num_workers=8 \
--resolution=512 \
--center_crop \
--random_flip \
--train_batch_size=1 \
--mixed_precision="fp16" \
--gradient_accumulation_steps=4 \
--max_train_steps=15000 \
--learning_rate=1e-04 \
--max_grad_norm=1 \
--lr_scheduler="cosine" \
--lr_warmup_steps=0 \
--output_dir=${OUTPUT_DIR} \
--checkpointing_steps=500 \
--seed=1337 |
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我尝试了一下使用interaction diffusion的代码里面加入ella进行训练，https://github.com/XIONGPEILIN/ella_with_interactiondiffusion- |
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Add example script for training/fine-tuning ELLA
TODO