| { |
| "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" |
| } |
| } |
|
|
