End of training
Browse files- .gitattributes +4 -0
- README.md +27 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scaler.pt +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-2000/optimizer.bin +3 -0
- checkpoint-2000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-2000/random_states_0.pkl +3 -0
- checkpoint-2000/scaler.pt +3 -0
- checkpoint-2000/scheduler.bin +3 -0
- checkpoint-3000/optimizer.bin +3 -0
- checkpoint-3000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-3000/random_states_0.pkl +3 -0
- checkpoint-3000/scaler.pt +3 -0
- checkpoint-3000/scheduler.bin +3 -0
- checkpoint-4000/optimizer.bin +3 -0
- checkpoint-4000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-4000/random_states_0.pkl +3 -0
- checkpoint-4000/scaler.pt +3 -0
- checkpoint-4000/scheduler.bin +3 -0
- checkpoint-5000/optimizer.bin +3 -0
- checkpoint-5000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-5000/random_states_0.pkl +3 -0
- checkpoint-5000/scaler.pt +3 -0
- checkpoint-5000/scheduler.bin +3 -0
- image_0.png +3 -0
- image_1.png +3 -0
- image_2.png +3 -0
- image_3.png +3 -0
- logs/text2image-fine-tune/1702646887.4226646/events.out.tfevents.1702646887.julienblanchon-ubuntu.793647.1 +3 -0
- logs/text2image-fine-tune/1702646887.4241467/hparams.yml +52 -0
- logs/text2image-fine-tune/events.out.tfevents.1702646887.julienblanchon-ubuntu.793647.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
.gitattributes
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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: creativeml-openrail-m
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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dataset: blanchon/rsicd_augmented
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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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- lora
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inference: true
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---
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# LoRA text2image fine-tuning - blanchon/sdxl-b16-r128-geolora-model-lora
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These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. The weights were fine-tuned on the blanchon/rsicd_augmented 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: madebyollin/sdxl-vae-fp16-fix.
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Git LFS Details
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image_2.png
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image_3.png
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logs/text2image-fine-tune/1702646887.4226646/events.out.tfevents.1702646887.julienblanchon-ubuntu.793647.1
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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
|
4 |
+
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: false
|
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checkpointing_steps: 1000
|
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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/rsicd_augmented
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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: 5600
|
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mixed_precision: fp16
|
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noise_offset: 0
|
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+
num_train_epochs: 16
|
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num_validation_images: 4
|
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+
output_dir: sdxl-b16-r128-geolora-model-lora
|
33 |
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prediction_type: null
|
34 |
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pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
|
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pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
|
36 |
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push_to_hub: true
|
37 |
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random_flip: true
|
38 |
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rank: 128
|
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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
|
46 |
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train_batch_size: 25
|
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train_data_dir: null
|
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train_text_encoder: false
|
49 |
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use_8bit_adam: false
|
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validation_epochs: 1
|
51 |
+
validation_prompt: aerial view, several aircraft are stationed adjacent to a terminal.
|
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variant: null
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