V2 with augmented data

README.md

@@ -9,7 +9,7 @@ tags:
 - template:sd-lora
 
 base_model: stabilityai/stable-diffusion-xl-base-1.0
-instance_prompt: a photo of <Mathieu> person
+instance_prompt: <Mathieu> person
 license: openrail++
 ---
     
@@ -29,7 +29,7 @@ Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
 
 ## Trigger words
 
-You should use a photo of <Mathieu> person to trigger the image generation.
+You should use <Mathieu> person to trigger the image generation.
 
 ## Download model
 

logs/dreambooth-lora-sd-xl/1702331607.7586677/events.out.tfevents.1702331607.69d53dbf1223.2890.1

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logs/dreambooth-lora-sd-xl/1702331607.7605314/hparams.yml

@@ -0,0 +1,68 @@
+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: 717
+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: person
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 3
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: null
+instance_prompt: <Mathieu> person
+learning_rate: 0.0001
+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: 500
+mixed_precision: fp16
+num_class_images: 100
+num_train_epochs: 63
+num_validation_images: 4
+optimizer: AdamW
+output_dir: mathieu_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
+variant: null
+with_prior_preservation: false

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pytorch_lora_weights.safetensors

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