fangyijie/

fu-lora

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  "seed": "1234",
  "num_cpu_threads_per_process": 2,
  "cache_latents": true,
  "caption_extension": ".txt",
  "enable_bucket": true,
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  "no_token_padding": false,
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  "xformers": false,
  "save_model_as": "safetensors",
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  "prior_loss_weight": 1.0,
  "text_encoder_lr": "5e-5",
  "unet_lr": "0.0001",
  "network_dim": 128,
  "lora_network_weights": "",
  "color_aug": false,
  "flip_aug": false,
  "clip_skip": 2,
  "gradient_accumulation_steps": 1.0,
  "mem_eff_attn": false,
  "output_name": "fetal_ultrasound_v1.0",
  "model_list": "custom",
  "max_token_length": "75",
  "max_train_epochs": "1",
  "max_data_loader_n_workers": "1",
  "network_alpha": 128,
  "training_comment": "",
  "keep_tokens": "0",
  "lr_scheduler_num_cycles": "",
  "lr_scheduler_power": "",
  "persistent_data_loader_workers": false,
  "bucket_no_upscale": true,
  "random_crop": false,
  "bucket_reso_steps": 64.0,
  "caption_dropout_every_n_epochs": 0.0,
  "caption_dropout_rate": 0,
  "optimizer": "AdamW8bit",
  "optimizer_args": "",
  "noise_offset": "",
  "LoRA_type": "Standard",
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}

@misc{wang2024generative,
      title={Generative Diffusion Model Bootstraps Zero-shot Classification of Fetal Ultrasound Images In Underrepresented African Populations}, 
      author={Fangyijie Wang and Kevin Whelan and Guénolé Silvestre and Kathleen M. Curran},
      year={2024},
      eprint={2407.20072},
      archivePrefix={arXiv},
      primaryClass={eess.IV},
      url={https://arxiv.org/abs/2407.20072}, 
}