| { | |
| "version": "v3.0.0+20261018", | |
| "repo": "Jannchie/silva-aesthetic", | |
| "checkpoint": "outputs\\v3.0.0+20261018", | |
| "checkpoint_sha256": "0fb1a4cffa44b6a325bc0960e595072437e2287ae605d2202523159be034d2d1", | |
| "model_sha256": "1810148ccb9b270b4d29b3ecd50c410b7d9fd0afea7687ea65d367405258cb43", | |
| "previous_commit": "37beb65ff37d47a7371d2e91fd8ff5ba2e7379e4", | |
| "validation_metrics": { | |
| "mae": 0.42315441235283535, | |
| "rmse": 0.5406665280447818, | |
| "pearson": 0.7513613873605057, | |
| "spearman": 0.7342491633870106, | |
| "qwk": 0.6909615980092887, | |
| "ndcg_5pct": 0.8344830759007421, | |
| "top_1pct": 0.16071428571428573, | |
| "top_5pct": 0.4232142857142857, | |
| "biggap": 0.0001786831055123738, | |
| "polarity_auc": 0.9879886123728489, | |
| "good_as_bad": 0.011206896551724138, | |
| "bad_as_good": 0.16883116883116883, | |
| "tie_mass": 0.7869016528129578, | |
| "pairwise_nll": 1.0589345693588257, | |
| "pairwise_accuracy": 0.7428571581840515, | |
| "listwise_nll": 0.6465477347373962, | |
| "listwise_accuracy": 0.5948718190193176, | |
| "listwise_top1": 0.6000000238418579 | |
| }, | |
| "test_metrics": { | |
| "mae": 0.41168107033934453, | |
| "rmse": 0.52714995214096, | |
| "pearson": 0.7634617162509636, | |
| "spearman": 0.7435609211757497, | |
| "qwk": 0.706416150591793, | |
| "ndcg_5pct": 0.8473078933715611, | |
| "top_1pct": 0.24347826086956523, | |
| "top_5pct": 0.4201388888888889, | |
| "biggap": 0.0, | |
| "polarity_auc": 0.9894438690349561, | |
| "good_as_bad": 0.012882717082148235, | |
| "bad_as_good": 0.14708442123585727 | |
| }, | |
| "training_config": { | |
| "model": { | |
| "embedding_dim": 1152, | |
| "dropout": 0.5, | |
| "hidden_dims": [ | |
| 1024, | |
| 512, | |
| 256 | |
| ], | |
| "n_residual_blocks": 0 | |
| }, | |
| "data": { | |
| "manifest_path": [ | |
| "outputs/v3.0.0+20261018/data/manifest_v2.parquet", | |
| "outputs/v3.0.0+20261018/data/bad.parquet" | |
| ], | |
| "num_workers": 0, | |
| "pair_manifest_path": "outputs/v3.0.0+20261018/data/pairs_joint.parquet", | |
| "ranking_manifest_path": "outputs/v3.0.0+20261018/data/rankings_joint.parquet", | |
| "ranking_variants_path": null, | |
| "preference_split_seed": 42, | |
| "preference_dedup_threshold": 0.98 | |
| }, | |
| "train": { | |
| "objective": "joint", | |
| "absolute_weight": 1.0, | |
| "listwise_weight": 0.05, | |
| "listwise_batch": 32, | |
| "listwise_temperature": 1.0, | |
| "tie_mass_lr": 0.01, | |
| "batch_size": 256, | |
| "grad_accum": 1, | |
| "epochs": 40, | |
| "lr_head": 0.0015, | |
| "weight_decay": 0.05, | |
| "warmup_ratio": 0.03, | |
| "max_grad_norm": 1.0, | |
| "use_pos_weight": false, | |
| "ranking_weight": 0.0, | |
| "ranking_temp": 0.25, | |
| "soft_spearman_weight": 0.0, | |
| "soft_spearman_temp": 1.5, | |
| "qwk_weight": 0.0, | |
| "pairwise_weight": 0.05, | |
| "pair_margin": 0.5, | |
| "tie_margin": 0.1, | |
| "pair_batch": 64, | |
| "pairwise_loss": "davidson", | |
| "pair_temperature": 1.0, | |
| "learn_seat_bias": false, | |
| "seat_bias_lr": 0.01, | |
| "score_anchors": null, | |
| "label_smoothing": 0.0, | |
| "mixup_alpha": 0.0, | |
| "ema_decay": 0.0, | |
| "loss_truncation": 0.0, | |
| "cosine_restarts": 0, | |
| "mixed_precision": "no", | |
| "report_to": "pandm", | |
| "project_name": "silva", | |
| "run_name": "v3.0.0+20261018", | |
| "eval_every": 1, | |
| "train_eval_samples": 0, | |
| "early_stop_metric": "spearman", | |
| "early_stop_goal": "max", | |
| "early_stop_patience": 12, | |
| "seed": 43, | |
| "output_dir": "outputs/v3.0.0+20261018" | |
| } | |
| }, | |
| "manifest_sha256": { | |
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| "outputs/v3.0.0+20261018/data/bad.parquet": "f73468682871ceb02af42190255ea4428487d25d520a1c5aad1e62cb8b64cd69" | |
| }, | |
| "calibration": "Frozen grade-manifest LUT; includes all splits. Backfill uses calibrated_score directly." | |
| } |