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README.md

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+---
+license: creativeml-openrail-m
+base_model: runwayml/stable-diffusion-v1-5
+instance_prompt: yarosnnv
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+inference: true
+---
+# LoRA DreamBooth - yarosnnv
+
+These are LoRA adaption weights for [runwayml/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5). The weights were trained on the instance prompt "yarosnnv" using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
+
+

logs/dreambooth-lora/1675618873.2115545/events.out.tfevents.1675618873.s-mbz-lora-dreambooth-training-ui-f0306-7dd69d5868-drl6d.174.1

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+size 2372

logs/dreambooth-lora/1675618873.2133172/hparams.yml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 200
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: /home/user/app/training_data/yarosnnv
+instance_prompt: yarosnnv
+learning_rate: 0.0001
+local_rank: -1
+logging_dir: logs
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+num_class_images: 100
+num_train_epochs: 32
+num_validation_images: 4
+output_dir: /home/user/app/experiments/yarosnnv
+pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
+prior_generation_precision: null
+prior_loss_weight: 1.0
+push_to_hub: false
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+tokenizer_name: null
+train_batch_size: 1
+use_8bit_adam: false
+validation_epochs: 100
+validation_prompt: yarosnnv
+with_prior_preservation: false

logs/dreambooth-lora/events.out.tfevents.1675618873.s-mbz-lora-dreambooth-training-ui-f0306-7dd69d5868-drl6d.174.0

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+size 2664

train.sh

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+accelerate launch train_dreambooth_lora.py --pretrained_model_name_or_path=runwayml/stable-diffusion-v1-5 --instance_data_dir=/home/user/app/training_data/yarosnnv --output_dir=/home/user/app/experiments/yarosnnv --instance_prompt="yarosnnv" --resolution=512 --train_batch_size=1 --gradient_accumulation_steps=1 --learning_rate=0.0001 --lr_scheduler=constant --lr_warmup_steps=0 --max_train_steps=1000 --checkpointing_steps=200 --validation_prompt="yarosnnv" --validation_epochs=100 --seed=0