{ "run": { "name": "partial-source-holdout-tinytcn", "output_dir": "artifacts/partial-source-holdout-tinytcn", "status": "preview-only", "caveat": "From-scratch source-held-out stress test on 1 of 83 upstream shards. The train side is almost entirely synthetic while validation is mostly human English, so this measures a joint source/language/synthetic domain shift, not isolated causality or Hinglish quality." }, "model": { "type": "tiny_tcn", "n_mels": 80, "channels": 128, "num_blocks": 6, "kernel_size": 5, "dilation_cycle": [1, 2, 4, 8, 16, 32], "attention_channels": 96, "head_hidden": 96, "dropout": 0.1, "auxiliary_fillers": true }, "features": { "sample_rate": 16000, "n_fft": 400, "hop_length": 160, "win_length": 400, "n_mels": 80, "f_min": 0.0, "f_max": 8000.0, "normalize": false, "mel_scale": "htk", "log_scale": "whisper", "center": true, "drop_last_frame": true, "pad_side": "left", "max_seconds": 4.0 }, "data": { "train_source": "data/processed/partial-source-holdout.jsonl", "validation_source": "data/processed/partial-source-holdout.jsonl", "source_root": ".", "train_split": "train", "validation_split": "validation", "batch_size": 16, "num_workers": 0, "shuffle_buffer": 32, "revision": "e564e2ac567f774d1880aa1db6ce97afb8c519b7", "scope": "preview-only source-held-out stress: 3265 rows from train-00010-of-00083; official test remains sealed" }, "loss": { "endpoint_weight": 1.0, "midfiller_weight": 0.15, "endfiller_weight": 0.15, "label_smoothing": 0.02, "endpoint_pos_weight": null }, "training": { "seed": 17, "epochs": 3, "learning_rate": 0.0003, "weight_decay": 0.001, "gradient_accumulation_steps": 1, "max_gradient_norm": 1.0, "mixed_precision": false, "deterministic": true, "device": "cpu", "early_stopping_patience": 3, "min_improvement": 0.0001, "false_positive_rate_budget": 0.02, "selection_metric": "average_precision" } }