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phillipecardenuto
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dog-example-xl-lora

Text-to-Image
Diffusers
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stable-diffusion-xl
stable-diffusion-xl-diffusers
lora
template:sd-lora
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End of training

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Files changed (15) hide show
  1. README.md +39 -0
  2. checkpoint-500/optimizer.bin +3 -0
  3. checkpoint-500/pytorch_lora_weights.safetensors +3 -0
  4. checkpoint-500/random_states_0.pkl +3 -0
  5. checkpoint-500/scheduler.bin +3 -0
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  7. logs/dreambooth-lora-sd-xl/1702087176.531682/hparams.yml +68 -0
  8. logs/dreambooth-lora-sd-xl/1702087584.1544635/events.out.tfevents.1702087584.dl-shell-06.31951.1 +3 -0
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  10. logs/dreambooth-lora-sd-xl/1702087727.329028/events.out.tfevents.1702087727.dl-shell-06.32265.1 +3 -0
  11. logs/dreambooth-lora-sd-xl/1702087727.4088032/hparams.yml +68 -0
  12. logs/dreambooth-lora-sd-xl/events.out.tfevents.1702087176.dl-shell-06.30607.0 +3 -0
  13. logs/dreambooth-lora-sd-xl/events.out.tfevents.1702087584.dl-shell-06.31951.0 +3 -0
  14. logs/dreambooth-lora-sd-xl/events.out.tfevents.1702087727.dl-shell-06.32265.0 +3 -0
  15. pytorch_lora_weights.safetensors +3 -0
README.md ADDED
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+
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+ ---
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+ tags:
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+ - stable-diffusion-xl
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+ - stable-diffusion-xl-diffusers
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+ - text-to-image
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+ - diffusers
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+ - lora
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+ - template:sd-lora
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+
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+ base_model: stabilityai/stable-diffusion-xl-base-1.0
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+ instance_prompt: a photo of sks dog
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+ license: openrail++
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+ ---
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+
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+ # SDXL LoRA DreamBooth - phillipecardenuto/dog-example-xl-lora
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+
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+ <Gallery />
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+
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+ ## Model description
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+
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+ These are phillipecardenuto/dog-example-xl-lora LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
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+
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+ The weights were trained using [DreamBooth](https://dreambooth.github.io/).
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+
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+ LoRA for the text encoder was enabled: False.
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+
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+ Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
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+
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+ ## Trigger words
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+
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+ You should use a photo of sks dog to trigger the image generation.
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+
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+ ## Download model
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+
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+ Weights for this model are available in Safetensors format.
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+
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+ [Download](phillipecardenuto/dog-example-xl-lora/tree/main) them in the Files & versions tab.
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+
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_epsilon: 1.0e-08
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+ adam_weight_decay: 0.0001
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+ adam_weight_decay_text_encoder: 0.001
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+ allow_tf32: false
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+ instance_data_dir: dog-example
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+ learning_rate: 0.0001
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+ local_rank: 0
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+ logging_dir: logs
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+ lr_num_cycles: 1
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+ lr_power: 1.0
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+ lr_scheduler: constant
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+ lr_warmup_steps: 0
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+ max_grad_norm: 1.0
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+ max_train_steps: 500
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+ mixed_precision: fp16
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+ num_class_images: 100
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+ num_train_epochs: 500
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+ num_validation_images: 4
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+ optimizer: AdamW
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+ output_dir: dog-example-xl-lora
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
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+ pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
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+ resolution: 1024
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+ sample_batch_size: 4
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+ scale_lr: false
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+ text_encoder_lr: 5.0e-06
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+ optimizer: AdamW
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+ output_dir: dog-example-xl-lora
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
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+ pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
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