taki0112 commited on
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1 Parent(s): c9b6fa3

End of training

Browse files
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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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+ widget:
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+
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+ - text: 'a shopping cart in sks style'
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+ output:
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+ url:
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+ "image_0.png"
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+
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+ - text: 'a shopping cart in sks style'
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+ output:
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+ url:
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+ "image_1.png"
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+
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+ - text: 'a shopping cart in sks style'
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+ output:
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+ url:
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+ "image_2.png"
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+
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+ - text: 'a shopping cart in sks style'
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+ output:
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+ url:
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+ "image_3.png"
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+
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+ base_model: stabilityai/stable-diffusion-xl-base-1.0
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+ instance_prompt: a cactus in sks style
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+ license: openrail++
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+ ---
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+
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+ # SDXL LoRA DreamBooth - taki0112/lora-trained-xl_mixed-media-arts_split
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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 taki0112/lora-trained-xl_mixed-media-arts_split 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 cactus in sks style 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](taki0112/lora-trained-xl_mixed-media-arts_split/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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+ cache_dir: null
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+ caption_column: null
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+ center_crop: false
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+ checkpointing_steps: 500
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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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+ dataset_config_name: null
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+ enable_xformers_memory_efficient_attention: false
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+ gradient_accumulation_steps: 4
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+ gradient_checkpointing: false
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+ hub_model_id: null
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+ hub_token: null
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+ image_column: image
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+ instance_data_dir: images/cactus
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+ instance_prompt: a cactus in sks style
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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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+ optimizer: AdamW
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+ output_dir: space/lora-trained-xl_mixed-media-arts_split
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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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+ prodigy_beta3: null
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+ prodigy_decouple: true
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+ prodigy_safeguard_warmup: true
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+ push_to_hub: true
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+ rank: 4
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+ repeats: 1
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+ report_to: tensorboard
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+ resolution: 512
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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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+ snr_gamma: null
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+ text_encoder_lr: 5.0e-06
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+ train_batch_size: 1
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+ train_text_encoder: false
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+ use_8bit_adam: false
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+ validation_epochs: 25
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+ validation_prompt: a shopping cart in sks style
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+ variant: null
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+ with_prior_preservation: false
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