| { |
| "recipe_id": "MATH-INK-06-P-FORMULA-v1", |
| "seeds": [17, 31, 47], |
| "input": { |
| "schema": "aiflow-p-formula-v1", |
| "track": "P", |
| "commercial_training_allowed": true, |
| "minimum_independent_sources": 2, |
| "required_splits": ["training", "validation", "test"], |
| "same_data_sha256_required_across_seeds": true, |
| "identity_overlap_required": { |
| "origin_id": 0, |
| "writer_id": 0, |
| "device_id": 0, |
| "source_id": 0 |
| } |
| }, |
| "model": { |
| "frozen_product_encoder": true, |
| "frozen_online_adapter": true, |
| "formula_adapter": "zero_init_skeleton_trajectory_adapter", |
| "hidden_size": 64, |
| "maximum_events": 128, |
| "sequence_channels": 19, |
| "exact_labels": 378 |
| }, |
| "training": { |
| "epochs": 16, |
| "batch_size": 256, |
| "learning_rate": 0.0004, |
| "weight_decay": 0.002, |
| "exact_loss_weight": 0.1, |
| "family_loss_weight": 1.0, |
| "context_dropout": 0.3, |
| "patience": 4, |
| "sampler": "inverse_sqrt_source_x_exact_label", |
| "device": "cuda" |
| }, |
| "seed_gate": { |
| "exact_top1_minimum": 0.92, |
| "exact_top5_minimum": 0.99, |
| "macro_f1_minimum": 0.9, |
| "writer_floor_minimum": 0.75, |
| "missing_metadata_drop_maximum_pp": 3.0 |
| }, |
| "three_seed_gate": { |
| "all_individual_seeds_must_pass": true, |
| "teacher_ensemble_mobile_deployment_allowed": false, |
| "student_distillation_allowed_after_pass": true, |
| "product_validation": false, |
| "next_gate": "LiteRT parity and Android low/mid/high tier benchmark" |
| }, |
| "distillation": { |
| "teacher_ensemble": "probability_mean", |
| "temperature": 2.0, |
| "teacher_exact_weight": 0.7, |
| "teacher_family_weight": 1.0, |
| "hard_exact_weight": 0.2, |
| "hard_family_weight": 0.5, |
| "student_seed": 17, |
| "student_formula_adapter_hidden_size": 64, |
| "teacher_weights_embedded": false, |
| "maximum_teacher_to_student_regression_pp": 1.0, |
| "student_must_pass_seed_gate": true, |
| "litert_exported": false, |
| "product_validation": false |
| } |
| } |
|
|
