End of training

README.md

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+---
+base_model: stabilityai/stable-diffusion-3-medium-diffusers
+library_name: diffusers
+license: openrail++
+tags:
+- text-to-image
+- text-to-image
+- diffusers-training
+- diffusers
+- lora
+- template:sd-lora
+- stable-diffusion-xl
+- stable-diffusion-xl-diffusers
+instance_prompt: <animal morphology>
+widget: []
+---
+
+<!-- This model card has been generated automatically according to the information the training script had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+
+# SDXL LoRA DreamBooth - rachelkluu/MorphoDiffusion
+
+<Gallery />
+
+## Model description
+
+These are rachelkluu/MorphoDiffusion LoRA adaption weights for stabilityai/stable-diffusion-3-medium-diffusers.
+
+The weights were trained  using [DreamBooth](https://dreambooth.github.io/).
+
+LoRA for the text encoder was enabled: False.
+
+Special VAE used for training: None.
+
+## Trigger words
+
+You should use <animal morphology> to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](rachelkluu/MorphoDiffusion/tree/main) them in the Files & versions tab.
+
+
+
+## Intended uses & limitations
+
+#### How to use
+
+```python
+# TODO: add an example code snippet for running this diffusion pipeline
+```
+
+#### Limitations and bias
+
+[TODO: provide examples of latent issues and potential remediations]
+
+## Training details
+
+[TODO: describe the data used to train the model]

checkpoint-500/optimizer.bin

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logs/dreambooth-sd3-lora-miniature/1727457205.430868/events.out.tfevents.1727457205.DESKTOP-BBK1JPC.14150.1

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logs/dreambooth-sd3-lora-miniature/1727457205.4354773/hparams.yml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+allow_tf32: false
+cache_dir: null
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+data_df_path: MorphoDiffusion.parquet
+dataloader_num_workers: 0
+gradient_accumulation_steps: 4
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+instance_data_dir: ./MorphoJPEGS/MorphoJPEGS/
+instance_prompt: <animal morphology>
+learning_rate: 0.0001
+local_rank: -1
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 77
+max_train_steps: 500
+mixed_precision: fp16
+mode_scale: 1.29
+num_train_epochs: 11
+num_validation_images: 4
+optimizer: AdamW
+output_dir: MorphoDiffusion
+pretrained_model_name_or_path: stabilityai/stable-diffusion-3-medium-diffusers
+prior_generation_precision: null
+push_to_hub: false
+random_flip: false
+rank: 4
+report_to: tensorboard
+resolution: 1024
+resume_from_checkpoint: null
+revision: null
+scale_lr: false
+seed: 3234290
+train_batch_size: 1
+use_8bit_adam: true
+validation_epochs: 50
+validation_prompt: null
+variant: null
+weighting_scheme: logit_normal

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