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Browse files- README.md +48 -0
- checkpoint-14500/optimizer.bin +3 -0
- checkpoint-14500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-14500/random_states_0.pkl +3 -0
- checkpoint-14500/scaler.pt +3 -0
- checkpoint-14500/scheduler.bin +3 -0
- checkpoint-15000/optimizer.bin +3 -0
- checkpoint-15000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-15000/random_states_0.pkl +3 -0
- checkpoint-15000/scaler.pt +3 -0
- checkpoint-15000/scheduler.bin +3 -0
- image_0.png +0 -0
- image_1.png +0 -0
- image_2.png +0 -0
- image_3.png +0 -0
- logs/text2image-fine-tune/1721576160.6494887/events.out.tfevents.1721576160.autodl-container-db4a40b195-60ebac9c.1142.1 +3 -0
- logs/text2image-fine-tune/1721576160.6506698/hparams.yml +50 -0
- logs/text2image-fine-tune/1721577391.6126533/events.out.tfevents.1721577391.autodl-container-db4a40b195-60ebac9c.1839.1 +3 -0
- logs/text2image-fine-tune/1721577391.613856/hparams.yml +54 -0
- logs/text2image-fine-tune/1721577692.8051393/events.out.tfevents.1721577692.autodl-container-db4a40b195-60ebac9c.2673.1 +3 -0
- logs/text2image-fine-tune/1721577692.806496/hparams.yml +54 -0
- logs/text2image-fine-tune/1721577786.7350752/events.out.tfevents.1721577786.autodl-container-db4a40b195-60ebac9c.3308.1 +3 -0
- logs/text2image-fine-tune/1721577786.7363982/hparams.yml +54 -0
- logs/text2image-fine-tune/1721578123.4927256/events.out.tfevents.1721578123.autodl-container-db4a40b195-60ebac9c.4005.1 +3 -0
- logs/text2image-fine-tune/1721578123.4940877/hparams.yml +54 -0
- logs/text2image-fine-tune/1721612483.0160382/events.out.tfevents.1721612483.autodl-container-db4a40b195-60ebac9c.1182.1 +3 -0
- logs/text2image-fine-tune/1721612483.0174372/hparams.yml +54 -0
- logs/text2image-fine-tune/events.out.tfevents.1721576160.autodl-container-db4a40b195-60ebac9c.1142.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1721577391.autodl-container-db4a40b195-60ebac9c.1839.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1721577692.autodl-container-db4a40b195-60ebac9c.2673.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1721577786.autodl-container-db4a40b195-60ebac9c.3308.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1721578123.autodl-container-db4a40b195-60ebac9c.4005.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1721612483.autodl-container-db4a40b195-60ebac9c.1182.0 +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: creativeml-openrail-m
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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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- diffusers-training
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- lora
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inference: true
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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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# LoRA text2image fine-tuning - spockren/naruto-lora-xl
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These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. The weights were fine-tuned on the lambdalabs/naruto-blip-captions dataset. You can find some example images in the following.
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LoRA for the text encoder was enabled: False.
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Special VAE used for training: None.
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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-14500/pytorch_lora_weights.safetensors
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checkpoint-14500/random_states_0.pkl
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checkpoint-14500/scaler.pt
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checkpoint-15000/optimizer.bin
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checkpoint-15000/pytorch_lora_weights.safetensors
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checkpoint-15000/scaler.pt
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size 988
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checkpoint-15000/scheduler.bin
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size 1000
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image_0.png
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image_1.png
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image_2.png
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image_3.png
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logs/text2image-fine-tune/1721576160.6494887/events.out.tfevents.1721576160.autodl-container-db4a40b195-60ebac9c.1142.1
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size 2368
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logs/text2image-fine-tune/1721576160.6506698/hparams.yml
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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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cache_dir: null
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caption_column: text
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center_crop: true
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checkpointing_steps: 500
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checkpoints_total_limit: 6
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dataloader_num_workers: 8
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dataset_config_name: null
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dataset_name: lambdalabs/naruto-blip-captions
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 4
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gradient_checkpointing: false
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hub_model_id: naruto-lora-xl
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hub_token: null
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image_column: image
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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_scheduler: cosine
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lr_warmup_steps: 0
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max_grad_norm: 1.0
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max_train_samples: null
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max_train_steps: 15000
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mixed_precision: null
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noise_offset: 0
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num_train_epochs: 50
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num_validation_images: 4
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output_dir: ./xl_lora/naruto
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prediction_type: null
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pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
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push_to_hub: true
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random_flip: true
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rank: 4
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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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scale_lr: false
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seed: 1337
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snr_gamma: null
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train_batch_size: 1
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train_data_dir: null
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use_8bit_adam: false
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validation_epochs: 1
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validation_prompt: A naruto with blue eyes.
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variant: null
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logs/text2image-fine-tune/1721577391.6126533/events.out.tfevents.1721577391.autodl-container-db4a40b195-60ebac9c.1839.1
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size 2539
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logs/text2image-fine-tune/1721577391.613856/hparams.yml
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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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cache_dir: null
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caption_column: text
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center_crop: true
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| 9 |
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checkpointing_steps: 500
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checkpoints_total_limit: 6
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| 11 |
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dataloader_num_workers: 8
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| 12 |
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dataset_config_name: null
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dataset_name: lambdalabs/naruto-blip-captions
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debug_loss: false
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| 15 |
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enable_npu_flash_attention: false
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| 16 |
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enable_xformers_memory_efficient_attention: false
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| 17 |
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gradient_accumulation_steps: 4
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| 18 |
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gradient_checkpointing: false
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| 19 |
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hub_model_id: naruto-lora-xl
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| 20 |
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hub_token: null
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| 21 |
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image_column: image
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| 22 |
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learning_rate: 0.0001
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local_rank: -1
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| 24 |
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logging_dir: logs
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| 25 |
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lr_scheduler: cosine
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| 26 |
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lr_warmup_steps: 0
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max_grad_norm: 1.0
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| 28 |
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max_train_samples: null
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max_train_steps: 15000
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mixed_precision: null
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noise_offset: 0
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num_train_epochs: 50
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| 33 |
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num_validation_images: 4
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| 34 |
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output_dir: ./xl_lora/naruto
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| 35 |
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prediction_type: null
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| 36 |
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pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
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| 37 |
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pretrained_vae_model_name_or_path: null
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| 38 |
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push_to_hub: true
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random_flip: true
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rank: 4
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report_to: tensorboard
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| 42 |
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resolution: 512
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resume_from_checkpoint: null
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| 44 |
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revision: null
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| 45 |
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scale_lr: false
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| 46 |
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seed: 1337
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snr_gamma: null
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train_batch_size: 1
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train_data_dir: null
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train_text_encoder: false
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| 51 |
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use_8bit_adam: false
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| 52 |
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validation_epochs: 1
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| 53 |
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validation_prompt: A naruto with blue eyes.
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| 54 |
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variant: null
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logs/text2image-fine-tune/1721577692.8051393/events.out.tfevents.1721577692.autodl-container-db4a40b195-60ebac9c.2673.1
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size 2539
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