Commit
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Parent(s):
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End of training
Browse files- README.md +62 -0
- checkpoint-100/optimizer.bin +3 -0
- checkpoint-100/pytorch_lora_weights.safetensors +3 -0
- checkpoint-100/random_states_0.pkl +3 -0
- checkpoint-100/scaler.pt +3 -0
- checkpoint-100/scheduler.bin +3 -0
- checkpoint-20/optimizer.bin +3 -0
- checkpoint-20/pytorch_lora_weights.safetensors +3 -0
- checkpoint-20/random_states_0.pkl +3 -0
- checkpoint-20/scaler.pt +3 -0
- checkpoint-20/scheduler.bin +3 -0
- checkpoint-40/optimizer.bin +3 -0
- checkpoint-40/pytorch_lora_weights.safetensors +3 -0
- checkpoint-40/random_states_0.pkl +3 -0
- checkpoint-40/scaler.pt +3 -0
- checkpoint-40/scheduler.bin +3 -0
- checkpoint-60/optimizer.bin +3 -0
- checkpoint-60/pytorch_lora_weights.safetensors +3 -0
- checkpoint-60/random_states_0.pkl +3 -0
- checkpoint-60/scaler.pt +3 -0
- checkpoint-60/scheduler.bin +3 -0
- checkpoint-80/optimizer.bin +3 -0
- checkpoint-80/pytorch_lora_weights.safetensors +3 -0
- checkpoint-80/random_states_0.pkl +3 -0
- checkpoint-80/scaler.pt +3 -0
- checkpoint-80/scheduler.bin +3 -0
- logs/dreambooth-lora-sd-xl/1718979375.1347346/events.out.tfevents.1718979375.991b0152ba45.4661.1 +3 -0
- logs/dreambooth-lora-sd-xl/1718979375.137593/hparams.yml +70 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1718979375.991b0152ba45.4661.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
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---
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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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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- text-to-image
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- diffusers-training
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- diffusers
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- lora
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- template:sd-lora
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- stable-diffusion-xl
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- stable-diffusion-xl-diffusers
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instance_prompt: a photo of TOK dog
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widget: []
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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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# SDXL LoRA DreamBooth - vittoriamarano/person_LoRA
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<Gallery />
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## Model description
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These are vittoriamarano/person_LoRA LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
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The weights were trained using [DreamBooth](https://dreambooth.github.io/).
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LoRA for the text encoder was enabled: False.
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Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
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## Trigger words
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You should use a photo of TOK dog to trigger the image generation.
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## Download model
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Weights for this model are available in Safetensors format.
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[Download](vittoriamarano/person_LoRA/tree/main) them in the Files & versions tab.
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## Intended uses & limitations
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#### How to use
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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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#### Limitations and bias
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[TODO: provide examples of latent issues and potential remediations]
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## Training details
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[TODO: describe the data used to train the model]
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checkpoint-100/optimizer.bin
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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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adam_weight_decay_text_encoder: 0.001
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allow_tf32: false
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cache_dir: null
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caption_column: prompt
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center_crop: false
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checkpointing_steps: 20
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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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dataloader_num_workers: 0
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dataset_config_name: null
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dataset_name: person
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do_edm_style_training: false
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 3
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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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image_column: image
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instance_data_dir: null
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instance_prompt: a photo of a TOK person
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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: 100
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mixed_precision: fp16
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num_class_images: 100
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num_train_epochs: 2
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num_validation_images: 4
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optimizer: AdamW
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output_dir: person_LoRA
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output_kohya_format: false
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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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prodigy_beta3: null
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prodigy_decouple: true
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prodigy_safeguard_warmup: true
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prodigy_use_bias_correction: true
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push_to_hub: false
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random_flip: false
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rank: 4
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repeats: 1
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report_to: tensorboard
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resolution: 512
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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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snr_gamma: 5.0
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text_encoder_lr: 5.0e-06
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train_batch_size: 1
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train_text_encoder: false
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use_8bit_adam: true
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use_dora: false
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validation_epochs: 50
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validation_prompt: null
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variant: null
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with_prior_preservation: false
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pytorch_lora_weights.safetensors
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:aae11f1b3242fbf1698eb2cb205fca6ef5b47d4ac333c1072281bff518cbc844
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3 |
+
size 23390424
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