{ "schema_version": 1, "backbone": { "model_id": "facebook/dinov2-base", "revision": "f9e44c814b77203eaa57a6bdbbd535f21ede1415", "license_accepted": true, "image_size": 224, "lora_rank": 4, "lora_alpha": 8.0, "lora_dropout": 0.0, "lora_targets": ["query", "value"], "gradient_checkpointing": true }, "memory": { "candidate_sizes": [64, 128, 256], "candidate_topk": [4, 8, 16], "selected_size": null, "selected_topk": null, "score_chunk_size": 256, "diversity_weight": 0.01, "tail_quantile": 0.95, "tail_error_threshold": null, "capacity_relative_tolerance": 0.01, "max_prototype_usage_share": 0.25 }, "head": { "evidence_dim": 256, "hidden_dim": 256, "dropout": 0.1, "residual_tail_quantile": 0.95 }, "loss": { "pauc_weight": 0.25, "pair_weight": 0.25, "pauc_alpha": 0.05, "ranking_margin": 0.2, "dda_in_primary_objective": false }, "optimizer": { "adapter_lr": 0.00002, "head_lr": 0.0002, "memory_lr": 0.001, "weight_decay": 0.05, "warmup_fraction": 0.05, "memory_epochs": 3, "detection_epochs": 5, "gradient_clip_norm": 1.0, "mixed_precision": "bf16" }, "tracking": { "wandb_project": "trace-rx-m-techjam2026", "wandb_entity": null, "wandb_mode": "offline", "wandb_run_name": "dinov2-base-local" }, "hub": { "repo_id": null, "private": true, "revision": "main", "path_prefix": "trace-rx-m-techjam2026", "checkpoint_every_epochs": 1 }, "protocol": { "nuisance_max_auc": 0.55, "nuisance_folds": 5 }, "reliability": { "quality_bins": [4, 4, 4, 4], "prior_strength": 20.0, "variance_floor": 0.000001, "hf_cutoff": 0.25, "heldout_min_spearman": 0.5, "heldout_min_samples_per_class": 3, "max_clean_noise_cell_overlap": 0.8, "availability_min_normalized_pauc_gain": 0.01 }, "data": { "batch_size": 512, "workers": 8, "seed": 20260831, "dda_positive_share": 0.2, "clean_probability": 0.2, "held_out_transform_family": "gaussian_noise", "held_out_generator_family": "gemini_flash_image", "held_out_min_roc_auc": 0.6 } }