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End of training

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README.md ADDED
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+ ---
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+ base_model: stabilityai/stable-diffusion-3-medium-diffusers
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+ library_name: diffusers
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+ license: openrail++
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+ tags:
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+ - text-to-image
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+ - diffusers-training
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+ - diffusers
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+ - lora
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+ - sd3
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+ - sd3-diffusers
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+ - template:sd-lora
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+ instance_prompt: b3lla dog
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+ widget: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the training script had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+
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+ # SD3 DreamBooth LoRA - kaytoo2022/bella-sd3
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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 kaytoo2022/bella-sd3 DreamBooth weights for stabilityai/stable-diffusion-3-medium-diffusers.
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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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+ ## Trigger words
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+
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+ You should use b3lla dog to trigger the image generation.
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+
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+ ## Download model
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+
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+ [Download](kaytoo2022/bella-sd3/tree/main) them in the Files & versions tab.
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+
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+ ## License
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+
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+ Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3-medium/blob/main/LICENSE).
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+
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+
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+ ## Intended uses & limitations
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+
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+ #### How to use
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+
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+ ```python
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+ # TODO: add an example code snippet for running this diffusion pipeline
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+ ```
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+
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+ #### Limitations and bias
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+
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+ [TODO: provide examples of latent issues and potential remediations]
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+
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+ ## Training details
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+
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+ [TODO: describe the data used to train the model]
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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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+ allow_tf32: false
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+ cache_dir: 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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+ data_df_path: sample_embeddings.parquet
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+ dataloader_num_workers: 0
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+ gradient_accumulation_steps: 4
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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: b3lla 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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+ logit_mean: 0.0
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+ logit_std: 1.0
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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_sequence_length: 77
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+ max_train_steps: 500
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+ mixed_precision: fp16
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+ mode_scale: 1.29
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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: bella-sd3
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-3-medium-diffusers
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+ prior_generation_precision: null
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+ push_to_hub: true
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+ random_flip: false
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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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+ scale_lr: false
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+ seed: 0
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+ train_batch_size: 1
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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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+ variant: null
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+ weighting_scheme: logit_normal
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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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+ allow_tf32: false
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+ cache_dir: 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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+ data_df_path: sample_embeddings.parquet
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+ dataloader_num_workers: 0
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+ gradient_accumulation_steps: 4
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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: b3lla 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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+ logit_mean: 0.0
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+ logit_std: 1.0
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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_sequence_length: 77
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+ max_train_steps: 500
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+ mixed_precision: fp16
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+ mode_scale: 1.29
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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: bella-sd3
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-3-medium-diffusers
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+ prior_generation_precision: null
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+ push_to_hub: true
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+ random_flip: false
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+ rank: 4
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+ validation_epochs: 50
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+ validation_prompt: null
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+ variant: null
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+ weighting_scheme: logit_normal
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