End of training

README.md

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+
+---
+license: creativeml-openrail-m
+base_model: runwayml/stable-diffusion-v1-5
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+inference: true
+---
+    
+# LoRA text2image fine-tuning - blanchon/sd-geolora3_v2
+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. 
+
+![img_0](./image_0.png)
+![img_1](./image_1.png)
+![img_2](./image_2.png)
+![img_3](./image_3.png)
+![img_4](./image_4.png)
+![img_5](./image_5.png)
+![img_6](./image_6.png)
+![img_7](./image_7.png)
+![img_8](./image_8.png)
+![img_9](./image_9.png)
+![img_10](./image_10.png)
+![img_11](./image_11.png)
+![img_12](./image_12.png)
+![img_13](./image_13.png)
+![img_14](./image_14.png)
+![img_15](./image_15.png)
+![img_16](./image_16.png)
+![img_17](./image_17.png)
+![img_18](./image_18.png)
+![img_19](./image_19.png)
+![img_20](./image_20.png)
+![img_21](./image_21.png)
+![img_22](./image_22.png)
+![img_23](./image_23.png)
+![img_24](./image_24.png)
+![img_25](./image_25.png)
+![img_26](./image_26.png)
+![img_27](./image_27.png)
+

logs/text2image-fine-tune/1703084797.9499025/events.out.tfevents.1703084797.julienblanchon-ubuntu.2042737.1

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+size 2493

logs/text2image-fine-tune/1703084797.9515388/hparams.yml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+cache_dir: null
+caption_column: text
+center_crop: true
+checkpointing_steps: 10000
+checkpoints_total_limit: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: blanchon/merged_dataset
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+image_column: image
+learning_rate: 5.0e-05
+local_rank: -1
+logging_dir: logs
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_samples: null
+max_train_steps: 8832
+mixed_precision: null
+noise_offset: 0
+num_train_epochs: 3
+num_validation_images: 4
+output_dir: sd-geolora3_v2
+prediction_type: null
+pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
+push_to_hub: true
+random_flip: true
+rank: 16
+report_to: tensorboard
+resolution: 224
+resume_from_checkpoint: null
+revision: null
+scale_lr: false
+seed: 42
+snr_gamma: null
+train_batch_size: 4
+train_data_dir: null
+use_8bit_adam: false
+validation_epochs: 1
+validation_prompt: aerial view, eiffel tower | aerial view, burj khalifa | aerial
+  view, war zone | aerial view, toulouse la garonne | aerial view, alpes | aerial
+  view, airplane, an aerial view of a plane that is parked on the tarmac | aerial
+  view, basketball_court, an aerial view of a basketball court
+variant: null

logs/text2image-fine-tune/events.out.tfevents.1703084797.julienblanchon-ubuntu.2042737.0

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+size 9007006

pytorch_lora_weights.safetensors

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