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iamkaikai
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FUI-LORA

Text-to-Image
Diffusers
TensorBoard
stable-diffusion
stable-diffusion-diffusers
lora
diffusers-training
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End of training

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  1. README.md +21 -0
  2. checkpoint-1000/optimizer.bin +3 -0
  3. checkpoint-1000/pytorch_model.bin +3 -0
  4. checkpoint-1000/random_states_0.pkl +3 -0
  5. checkpoint-1000/scaler.pt +3 -0
  6. checkpoint-1000/scheduler.bin +3 -0
  7. checkpoint-1500/optimizer.bin +3 -0
  8. checkpoint-1500/pytorch_model.bin +3 -0
  9. checkpoint-1500/random_states_0.pkl +3 -0
  10. checkpoint-1500/scaler.pt +3 -0
  11. checkpoint-1500/scheduler.bin +3 -0
  12. checkpoint-2000/optimizer.bin +3 -0
  13. checkpoint-2000/pytorch_model.bin +3 -0
  14. checkpoint-2000/random_states_0.pkl +3 -0
  15. checkpoint-2000/scaler.pt +3 -0
  16. checkpoint-2000/scheduler.bin +3 -0
  17. checkpoint-2500/optimizer.bin +3 -0
  18. checkpoint-2500/pytorch_model.bin +3 -0
  19. checkpoint-2500/random_states_0.pkl +3 -0
  20. checkpoint-2500/scaler.pt +3 -0
  21. checkpoint-2500/scheduler.bin +3 -0
  22. checkpoint-500/optimizer.bin +3 -0
  23. checkpoint-500/pytorch_model.bin +3 -0
  24. checkpoint-500/random_states_0.pkl +3 -0
  25. checkpoint-500/scaler.pt +3 -0
  26. checkpoint-500/scheduler.bin +3 -0
  27. image_0.png +0 -0
  28. image_1.png +0 -0
  29. image_2.png +0 -0
  30. image_3.png +0 -0
  31. logs/text2image-fine-tune/1703476072.313787/events.out.tfevents.1703476072.DESKTOP-TNN0PMP.4464.1 +3 -0
  32. logs/text2image-fine-tune/1703476072.3157873/hparams.yml +49 -0
  33. logs/text2image-fine-tune/events.out.tfevents.1703476072.DESKTOP-TNN0PMP.4464.0 +3 -0
  34. pytorch_lora_weights.safetensors +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 - iamkaikai/FUI-LORA
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+ These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the iamkaikai/FUI 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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+
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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: true
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+ dataset_name: iamkaikai/FUI
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+ enable_xformers_memory_efficient_attention: false
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+ gradient_checkpointing: false
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+ hub_model_id: FUI-LORA
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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_warmup_steps: 500
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+ max_grad_norm: 1.0
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+ max_train_steps: 2950
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+ mixed_precision: null
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+ num_train_epochs: 50
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+ num_validation_images: 4
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+ output_dir: FUI-LORA
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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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+ rank: 4
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+ report_to: tensorboard
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