cbbier_LoRA

base_model: stabilityai/stable-diffusion-xl-base-1.0 instance_prompt: [CB] bottle photo license: openrail++

SDXL LoRA DreamBooth - erikhsos/cbbier_LoRA

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Model description

These are erikhsos/campusbiernew_LoRA LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.

The weights were trained using DreamBooth.

LoRA for the text encoder was enabled: False.

Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.

Trigger words

You should use [CB] bottle photo to trigger the image generation.

Training Settings

#!/usr/bin/env bash !accelerate launch train_dreambooth_lora_sdxl.py
--pretrained_model_name_or_path="stabilityai/stable-diffusion-xl-base-1.0"
--pretrained_vae_model_name_or_path="madebyollin/sdxl-vae-fp16-fix"
--dataset_name="cbbier"
--output_dir="cbbier_LoRA"
--caption_column="prompt"
--mixed_precision="fp16"
--instance_prompt="[CB] bottle photo"
--resolution=1024
--train_batch_size=1
--gradient_accumulation_steps=3
--gradient_checkpointing
--learning_rate=1e-4
--snr_gamma=5.0
--lr_scheduler="constant"
--lr_warmup_steps=0
--mixed_precision="fp16"
--use_8bit_adam
--max_train_steps=100
--checkpointing_steps=717
--seed="0"

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.