End of training
Browse files- README.md +21 -0
- checkpoint-2000/optimizer.bin +3 -0
- checkpoint-2000/pytorch_model.bin +3 -0
- checkpoint-2000/random_states_0.pkl +3 -0
- checkpoint-2000/scaler.pt +3 -0
- checkpoint-2000/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/1691132013.450615/events.out.tfevents.1691132013.b4ff7e718147.19907.1 +3 -0
- logs/text2image-fine-tune/1691132013.4635336/hparams.yml +49 -0
- logs/text2image-fine-tune/1691132105.9168317/events.out.tfevents.1691132105.b4ff7e718147.20384.1 +3 -0
- logs/text2image-fine-tune/1691132105.9292111/hparams.yml +49 -0
- logs/text2image-fine-tune/events.out.tfevents.1691132013.b4ff7e718147.19907.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1691132105.b4ff7e718147.20384.0 +3 -0
- pytorch_lora_weights.bin +3 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: runwayml/stable-diffusion-v1-5
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tags:
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- stable-diffusion
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- stable-diffusion-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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# LoRA text2image fine-tuning - umaru97/flickr30k-lora
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the umaru97/flickr30k_train_val_test dataset. You can find some example images in the following.
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checkpoint-2000/optimizer.bin
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checkpoint-2000/pytorch_model.bin
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checkpoint-2000/random_states_0.pkl
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checkpoint-2000/scaler.pt
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checkpoint-2000/scheduler.bin
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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/1691132013.450615/events.out.tfevents.1691132013.b4ff7e718147.19907.1
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version https://git-lfs.github.com/spec/v1
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logs/text2image-fine-tune/1691132013.4635336/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: caption
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center_crop: true
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checkpointing_steps: 2000
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checkpoints_total_limit: null
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dataloader_num_workers: 8
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dataset_config_name: null
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dataset_name: umaru97/flickr30k_train_val_test
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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: flickr30k-lora
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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: 1813
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mixed_precision: null
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noise_offset: 0
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num_train_epochs: 1
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num_validation_images: 4
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output_dir: /content/drive/My Drive/interview/sembcorp/takehome_assignment/task3/models
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prediction_type: null
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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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: 77
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snr_gamma: null
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train_batch_size: 4
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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: Cat
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logs/text2image-fine-tune/1691132105.9168317/events.out.tfevents.1691132105.b4ff7e718147.20384.1
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size 2333
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logs/text2image-fine-tune/1691132105.9292111/hparams.yml
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adam_beta1: 0.9
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2 |
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adam_beta2: 0.999
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+
adam_epsilon: 1.0e-08
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4 |
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adam_weight_decay: 0.01
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5 |
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allow_tf32: false
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+
cache_dir: null
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+
caption_column: caption
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center_crop: true
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checkpointing_steps: 2000
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+
checkpoints_total_limit: null
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dataloader_num_workers: 8
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dataset_config_name: null
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dataset_name: umaru97/flickr30k_train_val_test
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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: flickr30k-lora
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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: 3626
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mixed_precision: null
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+
noise_offset: 0
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+
num_train_epochs: 2
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num_validation_images: 4
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+
output_dir: /content/drive/My Drive/interview/sembcorp/takehome_assignment/task3/models
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+
prediction_type: null
|
34 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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35 |
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push_to_hub: true
|
36 |
+
random_flip: true
|
37 |
+
rank: 4
|
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+
report_to: tensorboard
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39 |
+
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: 77
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snr_gamma: null
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train_batch_size: 4
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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: Cat
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logs/text2image-fine-tune/events.out.tfevents.1691132013.b4ff7e718147.19907.0
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pytorch_lora_weights.bin
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