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Sep 2nd, 2024
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  1. type: SDXL_TEXTUAL_INVERSION
  2. seed: 1
  3. base_output_dir: output/DnDIcons
  4. report_to: tensorboard
  5. max_train_steps: null
  6. max_train_epochs: 3
  7. save_every_n_epochs: 1
  8. save_every_n_steps: null
  9. validate_every_n_epochs: null
  10. validate_every_n_steps: 500
  11. model: stabilityai/stable-diffusion-xl-base-1.0
  12. hf_variant: fp16
  13. num_vectors: 4
  14. placeholder_token: DnDIcons
  15. initializer_token: icon
  16. initial_embedding_file: null
  17. initial_phrase: null
  18. optimizer:
  19.   optimizer_type: AdamW
  20.   learning_rate: 0.002
  21.   beta1: 0.9
  22.   beta2: 0.999
  23.   weight_decay: 0.01
  24.   epsilon: 1.0e-08
  25.   use_8bit: false
  26. lr_scheduler: cosine
  27. lr_warmup_steps: 200
  28. min_snr_gamma: 5.0
  29. cache_vae_outputs: false
  30. enable_cpu_offload_during_validation: falsea
  31. gradient_accumulation_steps: 1
  32. weight_dtype: bfloat16
  33. mixed_precision: 'no'
  34. xformers: false
  35. gradient_checkpointing: true
  36. max_checkpoints: 20
  37. prediction_type: null
  38. max_grad_norm: null
  39. validation_prompts:
  40. - an icon DnDIcons of a flaming sword
  41. - an icon DnDIcons of a snowy mountain
  42. negative_validation_prompts: null
  43. num_validation_images_per_prompt: 3
  44. train_batch_size: 1
  45. use_masks: false
  46. data_loader:
  47.   type: TEXTUAL_INVERSION_SD_DATA_LOADER
  48.   dataset:
  49.     type: IMAGE_CAPTION_JSONL_DATASET
  50.     jsonl_path: E:\InvokeAITraining\jsonl\DnDIcons.jsonl
  51.     image_column: image
  52.     caption_column: text
  53.     keep_in_memory: false
  54.   caption_preset: style
  55.   caption_templates: null
  56.   keep_original_captions: true
  57.   aspect_ratio_buckets: null
  58.   resolution: 256
  59.   center_crop: true
  60.   random_flip: false
  61.   shuffle_caption_delimiter: null
  62.   dataloader_num_workers: 4
  63. vae_model: madebyollin/sdxl-vae-fp16-fix
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