{
  "recipe_version": 2,
  "base_model": "neonforestmist/Clover-Image-Tiny",
  "base_revision": "63b0e9f6be9c00888ff464f342a9ef052bf76681",
  "initial_inpaint_model": "neonforestmist/Clover-Image-Tiny-Inpaint",
  "initial_inpaint_revision": "1b6f8ae3db51900520369d5522c7dc7c2a97e21e",
  "teacher_model": "stable-diffusion-v1-5/stable-diffusion-inpainting",
  "teacher_revision": "8a4288a76071f7280aedbdb3253bdb9e9d5d84bb",
  "dataset": "prithivMLmods/Caption3o-Opt",
  "dataset_revision": "17e893f785fcd3f5d6fc4a5d65a914b9f7b1ff5b",
  "dataset_split": "train",
  "validation_samples": 128,
  "image_column": "image",
  "caption_column": "caption",
  "resolution": 512,
  "unet_in_channels": 9,
  "mask_semantics": "white=regenerate, black=preserve",
  "mask_distribution": [
    "brush",
    "multi_brush",
    "rectangle",
    "ellipse",
    "polygon",
    "multi_region",
    "outpaint"
  ],
  "training": {
    "steps": 500,
    "learning_rate": 0.000005,
    "warmup_steps": 25,
    "train_batch_size": 1,
    "gradient_accumulation_steps": 4,
    "effective_batch_size": 4,
    "mixed_precision": "bf16",
    "gradient_checkpointing": true,
    "caption_dropout_probability": 0.1,
    "mask_min_area": 0.04,
    "mask_max_area": 0.65,
    "snr_gamma": 5.0,
    "teacher_loss_weight": 0.75,
    "ground_truth_loss_weight": 0.25,
    "context_loss_weight": 0.25,
    "masked_loss_weight": 2.5,
    "boundary_loss_weight": 2.0,
    "checkpointing_steps": 500,
    "checkpoints_total_limit": 3,
    "seed": 20260811
  },
  "modal": {
    "profile": "guccichungus69",
    "gpu": "A10",
    "timeout_hours": 2,
    "output_name": "clover-image-tiny-inpaint-v2-pilot-500"
  },
  "recommended_inference": {
    "scheduler": "DPMSolverMultistepScheduler",
    "steps": 20,
    "guidance_scale": 6.0,
    "mask_crop_padding": 96,
    "retry_full_frame": true,
    "composite_outside_mask": "exact source pixels"
  }
}