image imagewidth (px) 1.02k 1.02k	caption stringclasses 10 values
	nier2b standing, with a sword in hand
	nier2b backing the camera
	nier2b with buildings in the background
	nier2b with her robot, buildings in the background
	nier2b in a factory with a robot
	upper body of nier2b, with blury background
	full body of nier2b, with her robot in the factory
	half length photo of nier2b, with the robot
	half length photo of nier2b
	standing nier2b with sword in her hand

image

imagewidth (px)

1.02k

caption

stringclasses

10 values

nier2b standing, with a sword in hand

nier2b backing the camera

nier2b with buildings in the background

nier2b with her robot, buildings in the background

nier2b in a factory with a robot

upper body of nier2b, with blury background

full body of nier2b, with her robot in the factory

half length photo of nier2b, with the robot

half length photo of nier2b

standing nier2b with sword in her hand

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:

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.