{ "format": "bluemagpie-pretrained", "checkpoint": "step_0000049", "release_status": "selected_stable", "files": [ "pytorch_model.bin", "audiovae.pth", "config.json", "tokenizer.json", "tokenizer_config.json" ], "artifacts": { "pytorch_model.bin": { "sha256": "075a553b0981ca0ce8fe77bd9f802fe253bdf0e9f17fbc88fc2b8ae74ad11d3f" }, "audiovae.pth": { "sha256": "cc01a2d5d817910f185d959f8bb23d1a5ab80c9a03b7398ac86d7457cb663332" } }, "conditioning": { "production": [ "centroid-only", "speaker-reference-embedding" ], "experimental": [ "raw-reference-tokens" ] }, "inference_policies": { "standard": { "scope": [ "centroid-only", "speaker-reference-embedding" ] }, "interactive_demo": { "scope": [ "centroid-only", "speaker-reference-embedding" ], "weight_change": false, "stop_threshold": 0.5, "stop_late_threshold": 0.05, "stop_late_start_ratio": 0.75, "stop_late_full_ratio": 0.95, "stop_consecutive": 1, "hard_stop_margin_steps": 1, "retry_badcase": false, "candidate_rerank": "none", "pace_correction": "post_generation_pitch_preserving" }, "quality_rerank": { "scope": [ "speaker-reference-embedding-short-medium" ], "candidate_count": 10, "fail_closed_on_boundary_fallback": true, "centroid_status": "not_promoted", "longform_status": "not_promoted" } }, "evaluation": { "scope": "internal held-out evaluation", "centroid_only": { "profile": "controlled_30_texts_5_seeds", "cer": 0.1537326315659649, "wer": 0.4148126965626966, "chars_per_second_median": 4.044117647058823, "chars_per_second_p95": 4.166666666666667, "speaker_across_texts_median": 0.4630973200859695, "speaker_centroid_p10": 0.37282803654670715 }, "speaker_reference_embedding": { "release_role": "production", "profile": "controlled_30_texts_5_seeds", "cer": 0.13387449587449585, "wer": 0.330523828023828, "chars_per_second_median": 4.044117647058823, "chars_per_second_p95": 4.166666666666667, "duration_cv": 0.045454545454545414, "speaker_across_texts_median": 0.4557993102947186, "speaker_reference_p10": 0.3619180113077164 }, "speaker_reference_quality_rerank": { "release_role": "opt_in_short_medium", "profile": "controlled_30_texts_10_candidates", "candidate_pool_cer": 0.09351897921002666, "candidate_pool_wer": 0.0950508473008473, "selected_cer": 0.011402486402486402, "selected_wer": 0.018602693602693603, "independent_asr_selected_cer": 0.06834166650343122, "independent_asr_selected_wer": 0.06783609908609908, "chars_per_second_median": 4.044117647058823, "chars_per_second_p95": 4.166666666666667, "early_stop_rate": 0.0, "overrun_rate": 0.0, "sentence_final_truncation_rate": 0.0, "boundary_fallback_count": 0, "speaker_across_texts_median": 0.5111590030378309, "speaker_reference_p10": 0.4438544690608978, "begin_end_speaker_drop_max": 0.029450446367263794 }, "quality_rerank_non_promoted": { "centroid": "speaker boundary and duration-variance gates failed", "longform": "one of twelve holdout requests failed the speaker boundary gate" }, "natural_stop": { "status": "pace_gate_failed", "speaker_reference_cer": 0.1285453712953713, "speaker_reference_p95_chars_per_second": 6.25, "speaker_reference_early_stop_rate": 0.5066666666666667 }, "longform_chunked_80_no_context": { "profile": "3_texts_5_seeds_4_independent_processes", "speaker_reference_target_chars_per_second": 4.0, "speaker_reference_cer_range": [ 0.094041807917406, 0.11895441082043953 ], "speaker_reference_wer_range": [ 0.11134638441192352, 0.1314329644985036 ], "speaker_reference_median_chars_per_second_range": [ 3.8744796669868715, 3.8864628820960703 ], "speaker_reference_p95_chars_per_second": 3.993055555555556, "speaker_reference_duration_cv_range": [ 0.013068433930598339, 0.023848728609339148 ], "speaker_reference_across_texts_range": [ 0.7589647054672242, 0.7714100420475006 ], "speaker_reference_p10_range": [ 0.5465801358222961, 0.5569551467895508 ], "speaker_reference_first_last_sentence_drop_p95_range": [ 0.01657727062702179, 0.029698908329010003 ], "sentence_final_truncation_rate": 0.0, "asr_outlier_rate": 0.0, "chunk_chars": 80, "continuation_context_sec": 0.0, "fixed_seed_across_requests": false, "random_request_seed_reused_across_chunks": true } } }