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README.md

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+---
+license: creativeml-openrail-m
+base_model: SG161222/Realistic_Vision_V2.0
+instance_prompt: a photograph of a sks luca
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+inference: true
+---
+# SVDiff-pytorch - luca
+
+These are SVDiff weights for SG161222/Realistic_Vision_V2.0. The weights were trained on "a photograph of a sks luca" using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
+

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logs/svdiff-pytorch/1685161406.926545/events.out.tfevents.1685161406.s-y22ma-svdiff-training-ui-0390f-d84d8dbc8-bsd29.85.1

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logs/svdiff-pytorch/1685161406.9283736/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
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+enable_token_merging: false
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+instance_data_dir: /home/user/app/training_data/luca
+instance_prompt: a photograph of a sks luca
+learning_rate: 0.001
+learning_rate_1d: 1.0e-06
+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: 800
+mixed_precision: null
+num_class_images: 100
+num_train_epochs: 20
+num_validation_images: 4
+output_dir: /home/user/app/experiments/luca
+pretrained_model_name_or_path: SG161222/Realistic_Vision_V2.0
+pretrained_vae_name_or_path: null
+prior_generation_num_inference_steps: 50
+prior_generation_precision: null
+prior_generation_scheduler_type: ddim
+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
+train_text_encoder: true
+use_8bit_adam: false
+validation_epochs: 200
+validation_prompt: a photograph of a sks luca sitting on a rock
+with_prior_preservation: false

logs/svdiff-pytorch/events.out.tfevents.1685161406.s-y22ma-svdiff-training-ui-0390f-d84d8dbc8-bsd29.85.0

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train.sh

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+accelerate launch train_svdiff.py --pretrained_model_name_or_path=SG161222/Realistic_Vision_V2.0 --instance_data_dir=/home/user/app/training_data/luca --output_dir=/home/user/app/experiments/luca --instance_prompt="a photograph of a sks luca" --resolution=512 --train_batch_size=1 --gradient_accumulation_steps=1 --learning_rate=0.001 --learning_rate_1d=1e-6 --train_text_encoder --lr_scheduler=constant --lr_warmup_steps=0 --max_train_steps=800 --checkpointing_steps=200 --validation_prompt="a photograph of a sks luca sitting on a rock" --validation_epochs=200 --seed=0 --gradient_checkpointing