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End of training

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README.md ADDED
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+
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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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+
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+ # LoRA text2image fine-tuning - blanchon/sd-geolora3_lowlr
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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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+
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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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+ ![img_4](./image_4.png)
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+ ![img_5](./image_5.png)
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+ ![img_6](./image_6.png)
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+ ![img_7](./image_7.png)
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+ ![img_8](./image_8.png)
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+ ![img_9](./image_9.png)
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+ ![img_10](./image_10.png)
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+ ![img_11](./image_11.png)
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+ ![img_12](./image_12.png)
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+ ![img_13](./image_13.png)
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+ ![img_14](./image_14.png)
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+ ![img_15](./image_15.png)
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+ ![img_16](./image_16.png)
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+ ![img_17](./image_17.png)
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+ ![img_18](./image_18.png)
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+ ![img_19](./image_19.png)
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+ ![img_20](./image_20.png)
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+ ![img_21](./image_21.png)
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+ ![img_22](./image_22.png)
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+ ![img_23](./image_23.png)
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+ ![img_24](./image_24.png)
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+ ![img_25](./image_25.png)
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+ ![img_26](./image_26.png)
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+ ![img_27](./image_27.png)
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+
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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: 5.0e-05
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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: 19630
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+ mixed_precision: null
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+ noise_offset: 0
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+ num_train_epochs: 10
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+ num_validation_images: 4
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+ output_dir: sd-geolora3_lowlr
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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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