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map_diffusion_lora

Text-to-Image
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stable-diffusion
stable-diffusion-diffusers
lora
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mprzymus commited on
Commit
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End of training

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Files changed (14) hide show
  1. README.md +17 -0
  2. logs/text2image-fine-tune/1691260057.6718867/events.out.tfevents.1691260057.marcin-ms7b86.11742.1 +3 -0
  3. logs/text2image-fine-tune/1691260057.6730173/hparams.yml +49 -0
  4. logs/text2image-fine-tune/1691260091.0140069/events.out.tfevents.1691260091.marcin-ms7b86.12069.1 +3 -0
  5. logs/text2image-fine-tune/1691260091.0151813/hparams.yml +49 -0
  6. logs/text2image-fine-tune/1691260316.1014621/events.out.tfevents.1691260316.marcin-ms7b86.12533.1 +3 -0
  7. logs/text2image-fine-tune/1691260316.1025712/hparams.yml +49 -0
  8. logs/text2image-fine-tune/1691260366.4280167/events.out.tfevents.1691260366.marcin-ms7b86.12924.1 +3 -0
  9. logs/text2image-fine-tune/1691260366.4293768/hparams.yml +49 -0
  10. logs/text2image-fine-tune/events.out.tfevents.1691260057.marcin-ms7b86.11742.0 +3 -0
  11. logs/text2image-fine-tune/events.out.tfevents.1691260091.marcin-ms7b86.12069.0 +3 -0
  12. logs/text2image-fine-tune/events.out.tfevents.1691260316.marcin-ms7b86.12533.0 +3 -0
  13. logs/text2image-fine-tune/events.out.tfevents.1691260366.marcin-ms7b86.12924.0 +3 -0
  14. pytorch_lora_weights.bin +3 -0
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 - mprzymus/map_diffusion_lora
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+ These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the mprzymus/text2tile_large dataset. You can find some example images in the following.
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+
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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: caption
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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: mprzymus/text2tile_large
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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: mprzymus/map_diffusion_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: null
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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: model_out
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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: 4
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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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+ snr_gamma: null
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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: null
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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: caption
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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: mprzymus/text2tile_large
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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: mprzymus/map_diffusion_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: 15
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+ mixed_precision: null
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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: model_out
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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: 4
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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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+ snr_gamma: null
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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: null
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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: caption
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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: mprzymus/map_diffusion_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: 15
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+ mixed_precision: null
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+ noise_offset: 0
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+ num_validation_images: 4
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+ report_to: tensorboard
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+ resolution: 512
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+ scale_lr: false
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+ adam_beta2: 0.999
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