{ "schema_version": 1, "model": "nineninesix/tyger-s2s", "language": "en", "evaluation_type": "offline_controller_replay", "evaluation_policy": { "ep_thr": 0.91, "ep_deb": 2, "barge_thr": 0.93, "barge_deb": 2, "bc_thr": 0.8, "bc_deb": 2, "bc_refractory_frames": 15, "fallback_sil_frames": 15, "vad_db": -50.0, "min_speech_ms": 350.0, "warmup_frames": 6 }, "default_policy_evaluated": false, "datasets": { "open_yap_1k": { "name": "Open Yap 1K", "version": "1.0", "url": "https://theagenticdatacompany.com/open-yap-1k", "train_conversations": 1395, "dev_conversations": 107, "test_conversations": 100, "split_unit": "conversation", "channel_assignments_grouped": true, "test_frame_windows": 23936 }, "full_duplex_bench": { "name": "Full-Duplex-Bench", "version": "1.0", "url": "https://huggingface.co/datasets/Ssshangfu/Full-Duplex-Bench-Data", "revision": "a3579cb9ebbe164204b196e33d4d0e91860eb90e", "subsets": [ "candor_turn_taking", "candor_pause_handling" ], "scope": "Adapted endpoint replay; not the official full voice-agent benchmark or TOR." }, "internal": { "name": "Internal evaluation", "access": "non-public", "scope": "Additional out-of-domain endpoint probes; source identifiers are not distributed." } }, "open_yap_test_frames": { "yield_auc": 0.9796688041466441, "yield_ap": 0.6657115340151823, "yield_positive_frames": 78882, "yield_masked_frames": 2522031, "bc_auc_freerun": 0.8975721507406702, "bc_ap": 0.30040181934186144, "bc_positive_frames": 31352, "bc_masked_frames": 3030374, "ep_auc_freerun": 0.9838886216113089, "endpoint_ap": 0.8149145794136884, "endpoint_positive_frames": 163373, "endpoint_masked_frames": 2651747, "state_macro_f1": 0.9436201457545479, "state_confusion": [ [ 2987221, 9814, 17284, 5521 ], [ 7876, 314958, 24061, 34 ], [ 17528, 27440, 2464707, 1748 ], [ 6912, 11, 1385, 71910 ] ], "hazard_accuracy": 0.9315253565968102 }, "open_yap_test_events": { "yield_detect": 0.2531545741324921, "yield_latency_ms": 400.0, "yield_false_per_h": 0.0, "bc_recall": 0.14856081708449395, "bc_latency_ms": -160.0, "bc_acks_per_h": 135.0786866135613, "yield_onsets": 1268, "backchannel_onsets": 1077, "clean_speech_hours": 4.722822222222222, "listen_hours_approx": 6.86, "conversation_prefix_seconds": 240 }, "endpoints": { "open_yap_dev": { "fallback_on": { "mean_latency_s": 0.4745854700854754, "median_latency_s": 0.33249999999994584, "p90_latency_s": 0.9725000000001192, "head_share": 0.8316666666666667, "fallback_share": 0.14333333333333334, "no_endpoint_share": 0.025, "miss_within_1p2s": 0.058333333333333334, "false_cutins_per_floor_h": 4.498953731690305, "turns_with_early_cutin_share": 0.285, "n_turn": 600, "n_pause": 600, "deadline_eligible_turns": 600, "deadline_censored_turns": 0, "floor_h": 57.346666666666664 }, "head_only": { "mean_latency_s": 0.4530970149253823, "median_latency_s": 0.2525000000001185, "p90_latency_s": 0.8924999999999983, "head_share": 0.8933333333333333, "fallback_share": 0.0, "no_endpoint_share": 0.10666666666666667, 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5.009683287192435, "turns_with_early_cutin_share": 0.275, "n_turn": 1000, "n_pause": 1000, "deadline_eligible_turns": 1000, "deadline_censored_turns": 0, "floor_h": 63.477066666666666 } }, "internal": { "fallback_on": { "mean_latency_s": 0.2865495867768678, "median_latency_s": 0.2525000000000013, "p90_latency_s": 0.4924999999999995, "head_share": 0.9834710743801653, "fallback_share": 0.01652892561983471, "no_endpoint_share": 0.0, "miss_within_1p2s": 0.0, "false_cutins_per_floor_h": 28.316057268126336, "turns_with_early_cutin_share": 0.12396694214876033, "n_turn": 242, "n_pause": 539, "deadline_eligible_turns": 242, "deadline_censored_turns": 0, "floor_h": 6.568711111111111 }, "head_only": { "mean_latency_s": 0.2893464730290536, "median_latency_s": 0.2525000000000013, "p90_latency_s": 0.4924999999999975, "head_share": 0.9958677685950413, "fallback_share": 0.0, "no_endpoint_share": 0.004132231404958678, "miss_within_1p2s": 0.012396694214876033, "false_cutins_per_floor_h": 25.575793661533467, "turns_with_early_cutin_share": 0.12396694214876033, "n_turn": 242, "n_pause": 539, "deadline_eligible_turns": 242, "deadline_censored_turns": 0, "floor_h": 6.568711111111111 } }, "fdb_turn_taking": { "fallback_on": { "mean_latency_s": 0.3830172413793251, "median_latency_s": 0.3074999999999104, "p90_latency_s": 0.6324999999999386, "head_share": 0.9243697478991597, "fallback_share": 0.05042016806722689, "no_endpoint_share": 0.025210084033613446, "miss_within_1p2s": 0.05042016806722689, "false_cutins_per_floor_h": 0.0, "turns_with_early_cutin_share": 0.25210084033613445, "n_turn": 119, "n_pause": 0, "deadline_eligible_turns": 119, "deadline_censored_turns": 0, "floor_h": 0.4636100868055557 }, "head_only": { "mean_latency_s": 0.4245175438596653, "median_latency_s": 0.30249999999994737, "p90_latency_s": 0.602500000000009, "head_share": 0.957983193277311, "fallback_share": 0.0, "no_endpoint_share": 0.04201680672268908, "miss_within_1p2s": 0.07563025210084033, "false_cutins_per_floor_h": 0.0, "turns_with_early_cutin_share": 0.24369747899159663, "n_turn": 119, "n_pause": 0, "deadline_eligible_turns": 119, "deadline_censored_turns": 0, "floor_h": 0.4636100868055557 } }, "fdb_pause_handling": { "fallback_on": { "mean_latency_s": null, "median_latency_s": null, "p90_latency_s": null, "head_share": null, "fallback_share": null, "no_endpoint_share": null, "miss_within_1p2s": null, "false_cutins_per_floor_h": 173.25028170777514, "turns_with_early_cutin_share": null, "n_turn": 0, "n_pause": 277, "deadline_eligible_turns": 0, "deadline_censored_turns": 0, "floor_h": 0.7099555555555556 }, "head_only": { "mean_latency_s": null, "median_latency_s": null, "p90_latency_s": null, "head_share": null, "fallback_share": null, "no_endpoint_share": null, "miss_within_1p2s": null, "false_cutins_per_floor_h": 147.8965819456617, "turns_with_early_cutin_share": null, "n_turn": 0, "n_pause": 277, "deadline_eligible_turns": 0, "deadline_censored_turns": 0, "floor_h": 0.7099555555555556 } } }, "open_yap_dev_filler_proxy": { "threshold": 0.91, "recall": 0.6199889301810706, "n_turn_ends": 12647, "median_latency_ms": 80.0, "false_endpoints_per_floor_h": 1004.5060622336916, "filler_floor_takings": 390, "user_floor_h": 57.38442222222223 }, "controller_compute": { "device": "NVIDIA GeForce RTX 4090", "batch_size": 1, "prefill_frames": 64, "measured_frames_per_repeat": 200, "repeats": 3, "parameter_count": 13991432, "parameter_mib": 53.373077392578125, "peak_allocated_mib": 108.75830078125, "wall_ms": { "p50": 0.805371964816004, "p90": 0.8225860772654414 }, "cuda_event_ms": { "p50": 0.7813119888305664, "p90": 0.7976959943771362 }, "streaming_state_bytes_batch1": 9216, "precision": "fp32", "tf32": false, "includes_encoder": false, "includes_asr": false, "includes_tts": false, "includes_audio_wait": false }, "limitations": [ "One training seed; evaluation sets informed development and are diagnostic.", "State and yield frame metrics use teacher-forced previous state; endpoint and backchannel use forced LISTEN.", "Event metrics use frozen development-set thresholds, not the lower deployment yield/backchannel defaults.", "Endpoint latency is conditional on firing; report misses and early cut-ins alongside latency.", "Full-Duplex-Bench results cover adapted v1.0 CANDOR probes only, not FDB-v3 or official full-agent scores.", "Internal evaluation data are non-public, so that subset is not independently reproducible from this release.", "Controller compute excludes Nemotron, ASR, audio buffering and all downstream voice-agent components.", "This release does not add a new live conversation benchmark or a new ASR quality benchmark." ] }