End of training

README.md

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+
+---
+tags:
+- stable-diffusion-xl
+- stable-diffusion-xl-diffusers
+- text-to-image
+- diffusers
+- lora
+- template:sd-lora
+
+base_model: stabilityai/stable-diffusion-xl-base-1.0
+instance_prompt: biology imgage
+license: openrail++
+---
+    
+# SDXL LoRA DreamBooth - winterest/bio_lora
+
+<Gallery />
+
+## Model description
+
+These are winterest/bio_lora LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
+
+The weights were trained  using [DreamBooth](https://dreambooth.github.io/).
+
+LoRA for the text encoder was enabled: False.
+
+Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
+
+## Trigger words
+
+You should use biology imgage to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](winterest/bio_lora/tree/main) them in the Files & versions tab.
+

checkpoint-49/optimizer.bin

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logs/dreambooth-lora-sd-xl/1700959024.6374824/hparams.yml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+caption_column: prompt
+center_crop: false
+checkpointing_steps: 49
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+crops_coords_top_left_h: 0
+crops_coords_top_left_w: 0
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: bio-images
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 5
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: null
+instance_prompt: a biology image
+learning_rate: 0.0003
+local_rank: -1
+logging_dir: logs
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 100
+mixed_precision: fp16
+num_class_images: 100
+num_train_epochs: 100
+num_validation_images: 4
+optimizer: AdamW
+output_dir: bio_lora
+pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
+pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 1024
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+snr_gamma: 5.0
+text_encoder_lr: 5.0e-06
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: true
+validation_epochs: 50
+validation_prompt: null
+with_prior_preservation: false

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