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🦒 Colab

🚦 WIP 🚦

Colab	Info
	DragDiffusion_colab (🦒 Colab Pro)
	DragDiffusion_train_colab (🦒 Colab Free)

Tutorial

For training please edit /content/DragDiffusion/lora/train_lora.sh file

export SAMPLE_DIR="lora/samples/momo"
export OUTPUT_DIR="lora/lora_ckpt/momo"

export MODEL_NAME="runwayml/stable-diffusion-v1-5"
export LORA_RANK=16

accelerate launch lora/train_dreambooth_lora.py \
  --pretrained_model_name_or_path=$MODEL_NAME  \
  --instance_data_dir=$SAMPLE_DIR \
  --output_dir=$OUTPUT_DIR \
  --instance_prompt="a photo of a momo" \
  --resolution=512 \
  --train_batch_size=1 \
  --gradient_accumulation_steps=1 \
  --checkpointing_steps=100 \
  --learning_rate=2e-4 \
  --lr_scheduler="constant" \
  --lr_warmup_steps=0 \
  --max_train_steps=200 \
  --lora_rank=$LORA_RANK \
  --seed="0"

Main Repo

https://github.com/Yujun-Shi/DragDiffusion

Page

https://yujun-shi.github.io/projects/dragdiffusion.html

Paper

https://arxiv.org/abs/2306.14435