End of training
Browse files- README.md +21 -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/1682045294.5433805/events.out.tfevents.1682045294.de2ef7c087df.6907.1 +3 -0
- logs/text2image-fine-tune/1682045294.5451381/hparams.yml +46 -0
- logs/text2image-fine-tune/1682045674.1793766/events.out.tfevents.1682045674.de2ef7c087df.8533.1 +3 -0
- logs/text2image-fine-tune/1682045674.1810784/hparams.yml +46 -0
- logs/text2image-fine-tune/events.out.tfevents.1682045294.de2ef7c087df.6907.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1682045674.de2ef7c087df.8533.0 +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 - brathief/pokemon-lora
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the lambdalabs/pokemon-blip-captions 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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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/1682045294.5433805/events.out.tfevents.1682045294.de2ef7c087df.6907.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:94adb8524093692d073a3557ac621f7b3120113b7eb867a9d3a04204bcfc82c2
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size 2323
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logs/text2image-fine-tune/1682045294.5451381/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: null
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dataloader_num_workers: 8
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dataset_config_name: null
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dataset_name: lambdalabs/pokemon-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: pokemon-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: 15000
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mixed_precision: fp16
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noise_offset: 0
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num_train_epochs: 72
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num_validation_images: 4
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output_dir: /sddata/finetune/lora/pokemon
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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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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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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 pokemon with blue eyes.
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logs/text2image-fine-tune/1682045674.1793766/events.out.tfevents.1682045674.de2ef7c087df.8533.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:c109b1077cc5508476e915b99dfb5b1556d9186f6ab6c939bb1c773e3cb9fcb9
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size 2323
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logs/text2image-fine-tune/1682045674.1810784/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: null
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dataloader_num_workers: 8
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dataset_config_name: null
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dataset_name: lambdalabs/pokemon-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: pokemon-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: 100
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mixed_precision: fp16
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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: /sddata/finetune/lora/pokemon
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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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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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train_batch_size: 2
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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 pokemon with blue eyes.
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logs/text2image-fine-tune/events.out.tfevents.1682045294.de2ef7c087df.6907.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:d813fc339d29769977a00944469ed140d9ecece1051d1918cc3d60e1844c2598
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size 8438
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logs/text2image-fine-tune/events.out.tfevents.1682045674.de2ef7c087df.8533.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:cb6e308ed1ce4d52ab597584c4d088c22f27370776b7d7452305ffa751d40dec
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size 1176344
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pytorch_lora_weights.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b3de8e26699a4ce981a8e9f8da9d362c1666d0dfac50c64c21940c60d2b8c326
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size 3287771
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