Update README.md

README.md

@@ -17,3 +17,43 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+# Nier2b Dataset
+
+## Description
+
+The dataset contains images and corresponding captions, which were used to fine-tune the diffusion models.
+
+## Usage
+
+To use this dataset for DreamBooth LoRA training, follow the instructions provided in the `diffusers` library. Here is an example of how to use this dataset:
+```bash
+export MODEL_NAME="black-forest-labs/FLUX.1-dev"
+export OUTPUT_DIR=<your output directory>
+
+accelerate launch /diffusers/examples/dreambooth/train_dreambooth_lora_flux.py \
+  --pretrained_model_name_or_path=$MODEL_NAME \
+  --output_dir=$OUTPUT_DIR \
+  --mixed_precision="bf16" \
+  --instance_prompt="nier2b" \
+  --dataset_name="Pain-Killer/nier2b-dataset" \
+  --caption_column="caption" \
+  --resolution=512 \
+  --train_batch_size=1 \
+  --guidance_scale=1 \
+  --gradient_accumulation_steps=4 \
+  --optimizer="prodigy" \
+  --learning_rate=1. \
+  --report_to="wandb" \
+  --lr_scheduler="constant" \
+  --lr_warmup_steps=0 \
+  --max_train_steps=500 \
+  --seed="0" \
+  --validation_prompt="nier2b" \
+  --validation_epochs=100 \
+  --push_to_hub
+```
+
+## Citation
+
+If you use this dataset in your research, please cite the link to this dataset.