End of training
Browse files
README.md
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---
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license: openrail++
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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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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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inference: true
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---
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# LoRA DreamBooth - rdpb/lora-trained-xl-colab
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These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. The weights were trained on a photo of sks dog using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
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LoRA for the text encoder was enabled: False.
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Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
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logs/dreambooth-lora-sd-xl/1691804105.61425/events.out.tfevents.1691804105.2d706a4320f4.4803.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:28a56283698e93fe87c27c41f609b6bf3b3c83f9eaaaf8499747f084f16bc47e
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size 2713
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logs/dreambooth-lora-sd-xl/1691804105.6179242/hparams.yml
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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: 0.01
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allow_tf32: false
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center_crop: false
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checkpointing_steps: 717
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checkpoints_total_limit: null
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class_data_dir: null
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class_prompt: null
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crops_coords_top_left_h: 0
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crops_coords_top_left_w: 0
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dataloader_num_workers: 0
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enable_xformers_memory_efficient_attention: true
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gradient_accumulation_steps: 2
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gradient_checkpointing: true
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hub_model_id: null
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hub_token: null
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instance_data_dir: dog
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instance_prompt: a photo of sks dog
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learning_rate: 0.0001
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local_rank: -1
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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: 250
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num_validation_images: 4
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output_dir: lora-trained-xl-colab
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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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prior_generation_precision: null
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prior_loss_weight: 1.0
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push_to_hub: true
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rank: 4
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report_to: tensorboard
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resolution: 1024
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resume_from_checkpoint: null
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revision: null
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sample_batch_size: 4
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scale_lr: false
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seed: 0
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train_batch_size: 2
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train_text_encoder: false
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use_8bit_adam: true
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validation_epochs: 50
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validation_prompt: null
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with_prior_preservation: false
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logs/dreambooth-lora-sd-xl/events.out.tfevents.1691804105.2d706a4320f4.4803.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:390754e276beade5c7ec0d166648853440d4cfc22b281e27dfa604c356d14ed4
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size 62702
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pytorch_lora_weights.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:df2abd7a4abd0baab4aa08b82ee51a021c68b28a34bbcee1d857811861e9db1d
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size 23664755
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