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lora-trained-xl-colab

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Files changed (11) hide show
  1. README.md +23 -0
  2. logs/dreambooth-lora-sd-xl/1692941397.3843424/events.out.tfevents.1692941397.fb11748ac663.1836.1 +3 -0
  3. logs/dreambooth-lora-sd-xl/1692941397.3864632/hparams.yml +53 -0
  4. logs/dreambooth-lora-sd-xl/1692942346.559634/events.out.tfevents.1692942346.fb11748ac663.6143.1 +3 -0
  5. logs/dreambooth-lora-sd-xl/1692942346.5696123/hparams.yml +53 -0
  6. logs/dreambooth-lora-sd-xl/1692943078.2554326/events.out.tfevents.1692943078.fb11748ac663.9523.1 +3 -0
  7. logs/dreambooth-lora-sd-xl/1692943078.261044/hparams.yml +53 -0
  8. logs/dreambooth-lora-sd-xl/events.out.tfevents.1692941397.fb11748ac663.1836.0 +3 -0
  9. logs/dreambooth-lora-sd-xl/events.out.tfevents.1692942346.fb11748ac663.6143.0 +3 -0
  10. logs/dreambooth-lora-sd-xl/events.out.tfevents.1692943078.fb11748ac663.9523.0 +3 -0
  11. pytorch_lora_weights.safetensors +3 -0
README.md ADDED
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+
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+ ---
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+ license: openrail++
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+ base_model: stabilityai/stable-diffusion-xl-base-1.0
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+ instance_prompt: a photo of sks human
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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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+ inference: true
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+ ---
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+
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+ # LoRA DreamBooth - rachit221195/lora-trained-xl-colab
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+
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+ These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. The weights were trained on a photo of sks human using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
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+
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+
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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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+ 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: 0.01
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+ allow_tf32: false
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+ center_crop: false
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+ checkpointing_steps: 717
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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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+ enable_xformers_memory_efficient_attention: true
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+ gradient_accumulation_steps: 2
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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: a photo of sks 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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+ 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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+ output_dir: lora-trained-xl-colab
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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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+ push_to_hub: 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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+ sample_batch_size: 4
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+ scale_lr: false
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+ seed: 0
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+ train_batch_size: 2
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+ train_text_encoder: false
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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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+ with_prior_preservation: false
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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: 0.01
5
+ allow_tf32: false
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+ center_crop: false
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+ checkpointing_steps: 717
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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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+ enable_xformers_memory_efficient_attention: true
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+ gradient_accumulation_steps: 2
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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: a photo of sks 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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+ 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: 5
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+ mixed_precision: fp16
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+ num_class_images: 100
32
+ num_train_epochs: 3
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+ num_validation_images: 4
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+ output_dir: lora-trained-xl-colab
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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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+ push_to_hub: 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
44
+ revision: null
45
+ sample_batch_size: 4
46
+ scale_lr: false
47
+ seed: 0
48
+ train_batch_size: 2
49
+ train_text_encoder: false
50
+ use_8bit_adam: true
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+ validation_epochs: 50
52
+ validation_prompt: null
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+ with_prior_preservation: false
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
3
+ adam_epsilon: 1.0e-08
4
+ adam_weight_decay: 0.01
5
+ allow_tf32: false
6
+ center_crop: false
7
+ checkpointing_steps: 717
8
+ 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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+ enable_xformers_memory_efficient_attention: true
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+ gradient_accumulation_steps: 2
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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: rachit-dreambooth
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+ instance_prompt: a photo of sks human
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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
26
+ lr_scheduler: constant
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+ lr_warmup_steps: 0
28
+ max_grad_norm: 1.0
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+ max_train_steps: 5
30
+ mixed_precision: fp16
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+ num_class_images: 100
32
+ num_train_epochs: 3
33
+ num_validation_images: 4
34
+ output_dir: lora-trained-xl-colab
35
+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
36
+ pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
37
+ prior_generation_precision: null
38
+ prior_loss_weight: 1.0
39
+ push_to_hub: true
40
+ rank: 4
41
+ report_to: tensorboard
42
+ resolution: 1024
43
+ resume_from_checkpoint: null
44
+ revision: null
45
+ sample_batch_size: 4
46
+ scale_lr: false
47
+ seed: 0
48
+ train_batch_size: 2
49
+ train_text_encoder: false
50
+ use_8bit_adam: true
51
+ validation_epochs: 50
52
+ validation_prompt: null
53
+ with_prior_preservation: false
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