End of training
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- logs/text2image-fine-tune/1702993376.4369576/events.out.tfevents.1702993376.julienblanchon-ubuntu.1605779.1 +3 -0
- logs/text2image-fine-tune/1702993376.4380414/hparams.yml +53 -0
- logs/text2image-fine-tune/events.out.tfevents.1702993376.julienblanchon-ubuntu.1605779.0 +3 -0
- pytorch_lora_weights.safetensors +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 - blanchon/sd-geolora3
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the blanchon/merged_dataset dataset. You can find some example images in the following.
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logs/text2image-fine-tune/1702993376.4369576/events.out.tfevents.1702993376.julienblanchon-ubuntu.1605779.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:2e286967ffff1ed958a58470d92ea1498cbfdfc9cd476123bc0fe7eeaaf8b931
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size 2490
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logs/text2image-fine-tune/1702993376.4380414/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: 10000
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checkpoints_total_limit: null
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dataloader_num_workers: 0
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dataset_config_name: null
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dataset_name: blanchon/merged_dataset
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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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learning_rate: 0.0001
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local_rank: -1
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logging_dir: logs
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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_samples: null
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max_train_steps: 9815
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mixed_precision: null
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noise_offset: 0
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num_train_epochs: 5
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num_validation_images: 4
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output_dir: sd-geolora3
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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: 16
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report_to: tensorboard
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resolution: 224
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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: 42
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snr_gamma: null
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train_batch_size: 6
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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: aerial view, eiffel tower | aerial view, burj khalifa | aerial
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view, war zone | aerial view, toulouse la garonne | aerial view, alpes | aerial
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view, airplane, an aerial view of a plane that is parked on the tarmac | aerial
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view, basketball_court, an aerial view of a basketball court
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variant: null
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logs/text2image-fine-tune/events.out.tfevents.1702993376.julienblanchon-ubuntu.1605779.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc877d2a6c5dbc07ec5d0613c5173f41ac4febf93731ef49555598da087ba42f
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size 14616918
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pytorch_lora_weights.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9f7dc6d2525669a5bcf81a3166a59e410d36378fb3dbf4522095bb8d602e7fd
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size 12794104
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