End of training
Browse files- README.md +48 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scaler.pt +3 -0
- checkpoint-500/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/dreambooth-lora-playground/1729158712.5517864/events.out.tfevents.1729158712.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2438567.1 +3 -0
- logs/dreambooth-lora-playground/1729158712.5590553/hparams.yml +70 -0
- logs/dreambooth-lora-playground/1729166423.3885906/events.out.tfevents.1729166423.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2538484.1 +3 -0
- logs/dreambooth-lora-playground/1729166423.404417/hparams.yml +70 -0
- logs/dreambooth-lora-playground/1729167872.7762794/events.out.tfevents.1729167872.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2564485.1 +3 -0
- logs/dreambooth-lora-playground/1729167872.7831347/hparams.yml +70 -0
- logs/dreambooth-lora-playground/1729168513.077605/events.out.tfevents.1729168513.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2583366.1 +3 -0
- logs/dreambooth-lora-playground/1729168513.0846903/hparams.yml +70 -0
- logs/dreambooth-lora-playground/events.out.tfevents.1729158712.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2438567.0 +3 -0
- logs/dreambooth-lora-playground/events.out.tfevents.1729166423.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2538484.0 +3 -0
- logs/dreambooth-lora-playground/events.out.tfevents.1729167872.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2564485.0 +3 -0
- logs/dreambooth-lora-playground/events.out.tfevents.1729168513.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2583366.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
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---
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base_model: playgroundai/playground-v2.5-1024px-aesthetic
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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 - Jayw1/lora_baimiao
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These are LoRA adaption weights for playgroundai/playground-v2.5-1024px-aesthetic. The weights were fine-tuned on the /mnt/afs/data/hjw/diffusers/baimiao dataset. You can find some example images in the following.
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![img_0](./image_0.png)
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![img_1](./image_1.png)
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![img_2](./image_2.png)
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![img_3](./image_3.png)
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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-500/optimizer.bin
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checkpoint-500/pytorch_lora_weights.safetensors
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checkpoint-500/random_states_0.pkl
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checkpoint-500/scaler.pt
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checkpoint-500/scheduler.bin
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image_0.png
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image_1.png
ADDED
image_2.png
ADDED
image_3.png
ADDED
logs/dreambooth-lora-playground/1729158712.5517864/events.out.tfevents.1729158712.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2438567.1
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logs/dreambooth-lora-playground/1729158712.5590553/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: 0.0001
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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: text
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center_crop: false
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checkpointing_steps: 500
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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: /mnt/afs/data/hjw/diffusers/baimiao
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do_edm_style_training: true
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 1
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gradient_checkpointing: false
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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: xubeihong22
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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: 50
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num_validation_images: 4
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optimizer: AdamW
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output_dir: lora_baimiao
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output_kohya_format: false
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pretrained_model_name_or_path: playgroundai/playground-v2.5-1024px-aesthetic
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pretrained_vae_model_name_or_path: null
|
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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: true
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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: 256
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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: 222
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snr_gamma: null
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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: 40
|
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validation_prompt: xubeihong
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variant: null
|
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with_prior_preservation: false
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logs/dreambooth-lora-playground/1729166423.3885906/events.out.tfevents.1729166423.3ba3897f-4fac-11ef-902f-3e6491b2e6f5.2538484.1
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logs/dreambooth-lora-playground/1729166423.404417/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: 0.0001
|
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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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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: /mnt/afs/data/hjw/diffusers/baimiao
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do_edm_style_training: true
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 1
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image_column: image
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instance_data_dir: null
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instance_prompt: xubeihong22
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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: 50
|
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num_validation_images: 4
|
39 |
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optimizer: AdamW
|
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output_dir: lora_baimiao
|
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output_kohya_format: false
|
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pretrained_model_name_or_path: playgroundai/playground-v2.5-1024px-aesthetic
|
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pretrained_vae_model_name_or_path: null
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prior_generation_precision: null
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prodigy_beta3: null
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prodigy_safeguard_warmup: true
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prodigy_use_bias_correction: true
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push_to_hub: true
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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: 256
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revision: null
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sample_batch_size: 4
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snr_gamma: null
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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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validation_epochs: 40
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validation_prompt: baimiao
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variant: null
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with_prior_preservation: false
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logs/dreambooth-lora-playground/1729167872.7831347/hparams.yml
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adam_beta1: 0.9
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adam_weight_decay: 0.0001
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