{
  "benchmark_sha256": "f4d07643c2ffff4e1d47c46dfbfc5f56982f2ce1023f3a64ba9d81e25419f2b9",
  "busy_resource_usd_per_10000": null,
  "checkpoint_verification_seconds": 2.3561126530003094,
  "cost_scope": "Timing-sample-based busy-resource projection only when a priced rate is supplied; not observed billing or full deployment cost",
  "cpu_threads": 8,
  "device": "cuda",
  "format": "bbeh-resident-native-timing-v1",
  "gpu": "NVIDIA H100 80GB HBM3",
  "limitations": "Sequential resident service measurements; reciprocal mean is not measured concurrent throughput",
  "model_load_seconds": 0.7517781209999157,
  "native_context": {
    "alpha": 32,
    "base": "convaiinnovations/laya",
    "dropout": 0.05,
    "encoder_lr": 0.0002,
    "evaluation_batch": 4,
    "grad_accum": 4,
    "gradient_checkpointing": true,
    "head_lr": 0.0001,
    "head_max_len": 256,
    "max_len": 8192,
    "micro_batch": 4,
    "rank": 16,
    "refit": "Fresh pinned base/seed; train+development for selected epoch count; no calibration/final labels",
    "revision": "aa8c91ca088ec597df95a0d1c76b3063cb2ae5e8",
    "seed": 89,
    "selection": "Minimum development summed binary NLL over epochs0..8; exact ties choose earlier epoch",
    "selection_epochs": 8,
    "versions": {
      "laya": "0.3.29",
      "peft": "0.18.1",
      "torch": "2.9.1",
      "transformers": "4.57.6"
    },
    "weight_decay": 0.01
  },
  "peak_allocated_bytes": 9046849024,
  "peak_reserved_bytes": 21862809600,
  "plan_sha256": "97f23090580eef96e92912ad826cf52f9c2edd025a9972663085b9aeaba4da56",
  "records": [
    {
      "elapsed_seconds": 0.03489527999954589,
      "expected_usd": [
        0.001044722798866512,
        0.007346287002048197
      ],
      "id": "bbeh:multistep_arithmetic:176",
      "probabilities": [
        0.9004893588592239,
        0.8916447350769542
      ],
      "state_tokens": 399,
      "task": "multistep_arithmetic",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.026929622000352538,
      "expected_usd": [
        0.0013143028235772058,
        0.005765506276844402
      ],
      "id": "bbeh:nycc:045",
      "probabilities": [
        0.3677300701977511,
        0.3856512195220276
      ],
      "state_tokens": 202,
      "task": "nycc",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.02541709199977049,
      "expected_usd": [
        0.0012187093896972902,
        0.006137936364006371
      ],
      "id": "bbeh:word_sorting:036",
      "probabilities": [
        0.5566472197129136,
        0.5048626990757259
      ],
      "state_tokens": 94,
      "task": "word_sorting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.028826630000367004,
      "expected_usd": [
        0.0014467350341587984,
        0.004869017737275591
      ],
      "id": "bbeh:linguini:101",
      "probabilities": [
        0.10601004705793274,
        0.09869340142702004
      ],
      "state_tokens": 323,
      "task": "linguini",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.036284922999584523,
      "expected_usd": [
        0.0012418629137191384,
        0.00624082018856532
      ],
      "id": "bbeh:sarc_triples:157",
      "probabilities": [
        0.510889916288359,
        0.5377948744573603
      ],
      "state_tokens": 334,
      "task": "sarc_triples",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.2927874619999784,
      "expected_usd": [
        0.0011487229322506198,
        0.0067169709483486046
      ],
      "id": "bbeh:zebra_puzzles:124",
      "probabilities": [
        0.694958414413778,
        0.6902063968371219
      ],
      "state_tokens": 2897,
      "task": "zebra_puzzles",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.029824911000105203,
      "expected_usd": [
        0.001475209939475809,
        0.004716998107181344
      ],
      "id": "bbeh:movie_recommendation:161",
      "probabilities": [
        0.0497363290119692,
        0.050033302123980335
      ],
      "state_tokens": 264,
      "task": "movie_recommendation",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.04391057900011219,
      "expected_usd": [
        0.0013710654104348216,
        0.005287726884594993
      ],
      "id": "bbeh:web_of_lies:107",
      "probabilities": [
        0.25555263631962094,
        0.23271838672018022
      ],
      "state_tokens": 640,
      "task": "web_of_lies",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.06703500900039217,
      "expected_usd": [
        0.0014453971473273764,
        0.004927035880176512
      ],
      "id": "bbeh:boolean_expressions:092",
      "probabilities": [
        0.10865405466711214,
        0.11726448065663307
      ],
      "state_tokens": 964,
      "task": "boolean_expressions",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.07350289299938595,
      "expected_usd": [
        0.0013197504277208862,
        0.005590288393666846
      ],
      "id": "bbeh:hyperbaton:077",
      "probabilities": [
        0.3569642068456314,
        0.32956557065021846
      ],
      "state_tokens": 1006,
      "task": "hyperbaton",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.033116405999862764,
      "expected_usd": [
        0.0013306322521858221,
        0.00557780162308113
      ],
      "id": "bbeh:linguini:085",
      "probabilities": [
        0.3354589300080764,
        0.32556866909021226
      ],
      "state_tokens": 340,
      "task": "linguini",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.027115541999592097,
      "expected_usd": [
        0.00127541654142576,
        0.006019301802792747
      ],
      "id": "bbeh:nycc:083",
      "probabilities": [
        0.4445793398716689,
        0.46688885631707283
      ],
      "state_tokens": 231,
      "task": "nycc",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.09048060800068924,
      "expected_usd": [
        0.0012899145028034409,
        0.005853456745498071
      ],
      "id": "bbeh:boardgame_qa:041",
      "probabilities": [
        0.41592764878697536,
        0.41380336366145964
      ],
      "state_tokens": 1328,
      "task": "boardgame_qa",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.03508631600016088,
      "expected_usd": [
        0.0013020514397154316,
        0.005955661117117697
      ],
      "id": "bbeh:causal_understanding:168",
      "probabilities": [
        0.3919419477592363,
        0.44651805234431274
      ],
      "state_tokens": 66,
      "task": "causal_understanding",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.02975558300022385,
      "expected_usd": [
        0.0014390778246061553,
        0.004938842247165449
      ],
      "id": "bbeh:linguini:172",
      "probabilities": [
        0.1211426575648716,
        0.12104359122106267
      ],
      "state_tokens": 299,
      "task": "linguini",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.032454023999889614,
      "expected_usd": [
        0.001286468049312133,
        0.0059549559598350375
      ],
      "id": "bbeh:web_of_lies:091",
      "probabilities": [
        0.42273872506165355,
        0.44629233791929257
      ],
      "state_tokens": 316,
      "task": "web_of_lies",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.027649535000819014,
      "expected_usd": [
        0.001340253068090443,
        0.005551388893872227
      ],
      "id": "bbeh:time_arithmetic:057",
      "probabilities": [
        0.31644572959313644,
        0.3171141949846464
      ],
      "state_tokens": 262,
      "task": "time_arithmetic",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.23733376099971792,
      "expected_usd": [
        0.001273320537470212,
        0.005947358922547739
      ],
      "id": "bbeh:shuffled_objects:085",
      "probabilities": [
        0.44872158141047647,
        0.4438605954622189
      ],
      "state_tokens": 2504,
      "task": "shuffled_objects",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.03385620199969708,
      "expected_usd": [
        0.0014931694082456184,
        0.004604823384119606
      ],
      "id": "bbeh:linguini:173",
      "probabilities": [
        0.01424381128254989,
        0.014127194734486606
      ],
      "state_tokens": 369,
      "task": "linguini",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.08735304299989366,
      "expected_usd": [
        0.001346191220299114,
        0.005522603095116154
      ],
      "id": "bbeh:object_properties:060",
      "probabilities": [
        0.30471041741616717,
        0.30790012292619306
      ],
      "state_tokens": 1270,
      "task": "object_properties",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.06570039100006397,
      "expected_usd": [
        0.0013824979549817247,
        0.005275119259913998
      ],
      "id": "bbeh:boolean_expressions:024",
      "probabilities": [
        0.23295899531474618,
        0.22868280086477252
      ],
      "state_tokens": 957,
      "task": "boolean_expressions",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.03456594599992968,
      "expected_usd": [
        0.0010334320097011363,
        0.007438276676366351
      ],
      "id": "bbeh:multistep_arithmetic:196",
      "probabilities": [
        0.9228028548633422,
        0.9210897921685978
      ],
      "state_tokens": 403,
      "task": "multistep_arithmetic",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.11036547100047756,
      "expected_usd": [
        0.0014917366014703705,
        0.004617480564330235
      ],
      "id": "bbeh:geometric_shapes:063",
      "probabilities": [
        0.017075405052116518,
        0.01817864286367765
      ],
      "state_tokens": 1557,
      "task": "geometric_shapes",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.11860887300008471,
      "expected_usd": [
        0.0014936114469585107,
        0.004604244903707307
      ],
      "id": "bbeh:geometric_shapes:151",
      "probabilities": [
        0.01337022938235496,
        0.013942028422150199
      ],
      "state_tokens": 1690,
      "task": "geometric_shapes",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.0278677840005912,
      "expected_usd": [
        0.001388878132956229,
        0.005213037288169777
      ],
      "id": "bbeh:nycc:031",
      "probabilities": [
        0.2203501268242921,
        0.20881092702762794
      ],
      "state_tokens": 237,
      "task": "nycc",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.09853968499919574,
      "expected_usd": [
        0.001330624002303476,
        0.005571919405438036
      ],
      "id": "bbeh:hyperbaton:140",
      "probabilities": [
        0.3354752338920714,
        0.32368582478610786
      ],
      "state_tokens": 882,
      "task": "hyperbaton",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.14079752699944947,
      "expected_usd": [
        0.001263459742399649,
        0.006122957584362899
      ],
      "id": "bbeh:temporal_sequence:092",
      "probabilities": [
        0.46820904222315207,
        0.5000681281085566
      ],
      "state_tokens": 1525,
      "task": "temporal_sequence",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.12941705000048387,
      "expected_usd": [
        0.0012860541527156483,
        0.005865431287644081
      ],
      "id": "bbeh:boardgame_qa:194",
      "probabilities": [
        0.4235566909200631,
        0.41763630556226605
      ],
      "state_tokens": 1741,
      "task": "boardgame_qa",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.08556663600029424,
      "expected_usd": [
        0.001248729909196845,
        0.006070643026754257
      ],
      "id": "bbeh:object_properties:085",
      "probabilities": [
        0.4973189715202117,
        0.4833227145941775
      ],
      "state_tokens": 1239,
      "task": "object_properties",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.08777884600021935,
      "expected_usd": [
        0.0011744080169769572,
        0.006561697809415164
      ],
      "id": "bbeh:zebra_puzzles:182",
      "probabilities": [
        0.6441980975739138,
        0.6405048789810945
      ],
      "state_tokens": 1298,
      "task": "zebra_puzzles",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.03617668699916976,
      "expected_usd": [
        0.0013146589295827868,
        0.005650884300838781
      ],
      "id": "bbeh:sarc_triples:002",
      "probabilities": [
        0.36702631337294533,
        0.34896176874987217
      ],
      "state_tokens": 423,
      "task": "sarc_triples",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.05572867099999712,
      "expected_usd": [
        0.0013470883397655388,
        0.005622771498502449
      ],
      "id": "bbeh:web_of_lies:184",
      "probabilities": [
        0.30293747919758157,
        0.3399631167170752
      ],
      "state_tokens": 734,
      "task": "web_of_lies",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.0313008909997734,
      "expected_usd": [
        0.0011053998931250906,
        0.0069751794562193555
      ],
      "id": "bbeh:disambiguation_qa:085",
      "probabilities": [
        0.7805758541033092,
        0.7728565889609342
      ],
      "state_tokens": 108,
      "task": "disambiguation_qa",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.03436914300073113,
      "expected_usd": [
        0.0010560081837648375,
        0.007337701999946864
      ],
      "id": "bbeh:multistep_arithmetic:146",
      "probabilities": [
        0.878186543073243,
        0.8888967540793118
      ],
      "state_tokens": 384,
      "task": "multistep_arithmetic",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.05124477699973795,
      "expected_usd": [
        0.001330864344049196,
        0.00556319689196028
      ],
      "id": "bbeh:nycc:140",
      "probabilities": [
        0.33500025694367613,
        0.32089382764905017
      ],
      "state_tokens": 230,
      "task": "nycc",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.0873558100001901,
      "expected_usd": [
        0.0014703108229536972,
        0.004752148856795924
      ],
      "id": "bbeh:hyperbaton:181",
      "probabilities": [
        0.05941824011124678,
        0.06128473699302531
      ],
      "state_tokens": 819,
      "task": "hyperbaton",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.24752715399972658,
      "expected_usd": [
        0.0013431384989768171,
        0.005454377234348708
      ],
      "id": "bbeh:shuffled_objects:051",
      "probabilities": [
        0.31074337791423784,
        0.2860616461589424
      ],
      "state_tokens": 3020,
      "task": "shuffled_objects",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.037195964999227726,
      "expected_usd": [
        0.001140976974580153,
        0.006837336603624715
      ],
      "id": "bbeh:movie_recommendation:191",
      "probabilities": [
        0.7102664139695626,
        0.7287343470418408
      ],
      "state_tokens": 342,
      "task": "movie_recommendation",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.0447313419999773,
      "expected_usd": [
        0.001052772553613116,
        0.00734597411535055
      ],
      "id": "bbeh:multistep_arithmetic:182",
      "probabilities": [
        0.8845809783428914,
        0.8915445828941825
      ],
      "state_tokens": 381,
      "task": "multistep_arithmetic",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.030149606999657408,
      "expected_usd": [
        0.0012689679213829957,
        0.0059089333816125834
      ],
      "id": "bbeh:movie_recommendation:136",
      "probabilities": [
        0.45732346744758373,
        0.43156092971169385
      ],
      "state_tokens": 282,
      "task": "movie_recommendation",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.16107717900013085,
      "expected_usd": [
        0.0011596606651573388,
        0.006685244479932277
      ],
      "id": "bbeh:buggy_tables:147",
      "probabilities": [
        0.6733426481521404,
        0.6800510431981469
      ],
      "state_tokens": 2177,
      "task": "buggy_tables",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.0862070279999898,
      "expected_usd": [
        0.0014676252418456197,
        0.004792548791891374
      ],
      "id": "bbeh:temporal_sequence:103",
      "probabilities": [
        0.06472563735745429,
        0.07421638833543562
      ],
      "state_tokens": 1261,
      "task": "temporal_sequence",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.028401502000633627,
      "expected_usd": [
        0.0013520914903780517,
        0.005579829607774745
      ],
      "id": "bbeh:nycc:001",
      "probabilities": [
        0.2930499700460815,
        0.3262178085238183
      ],
      "state_tokens": 241,
      "task": "nycc",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.024610972000118636,
      "expected_usd": [
        0.0011055638232258095,
        0.006871173407966828
      ],
      "id": "bbeh:word_sorting:068",
      "probabilities": [
        0.780251886168582,
        0.7395651999939497
      ],
      "state_tokens": 85,
      "task": "word_sorting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.14077890400039905,
      "expected_usd": [
        0.0011784222567483367,
        0.006499566182498646
      ],
      "id": "bbeh:buggy_tables:110",
      "probabilities": [
        0.6362649299461871,
        0.6206171109754576
      ],
      "state_tokens": 2027,
      "task": "buggy_tables",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.02551168200079701,
      "expected_usd": [
        0.001437064724440119,
        0.005069209189515651
      ],
      "id": "bbeh:disambiguation_qa:072",
      "probabilities": [
        0.12512105994691985,
        0.16277286234651905
      ],
      "state_tokens": 185,
      "task": "disambiguation_qa",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.13246078800057148,
      "expected_usd": [
        0.0011853846776053423,
        0.006403961309319912
      ],
      "id": "bbeh:buggy_tables:175",
      "probabilities": [
        0.6225054001474903,
        0.5900148616485281
      ],
      "state_tokens": 1842,
      "task": "buggy_tables",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.05306726500020886,
      "expected_usd": [
        0.0013585353974367843,
        0.005442986521145155
      ],
      "id": "bbeh:linguini:013",
      "probabilities": [
        0.28031515653571376,
        0.28241558258627275
      ],
      "state_tokens": 321,
      "task": "linguini",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.3284399990006932,
      "expected_usd": [
        0.001199900305438048,
        0.0063929875654741754
      ],
      "id": "bbeh:zebra_puzzles:052",
      "probabilities": [
        0.5938187956154,
        0.586502266170374
      ],
      "state_tokens": 3677,
      "task": "zebra_puzzles",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.04075028600072983,
      "expected_usd": [
        0.001215520540562651,
        0.006233750419144013
      ],
      "id": "bbeh:linguini:066",
      "probabilities": [
        0.5629492036912979,
        0.5355319056428913
      ],
      "state_tokens": 339,
      "task": "linguini",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.05268841799988877,
      "expected_usd": [
        0.0013006212161176824,
        0.005836815018587533
      ],
      "id": "bbeh:web_of_lies:170",
      "probabilities": [
        0.3947684365073599,
        0.4084764984168935
      ],
      "state_tokens": 742,
      "task": "web_of_lies",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.024390906999542494,
      "expected_usd": [
        0.0013801005758924557,
        0.005202603280107517
      ],
      "id": "bbeh:word_sorting:087",
      "probabilities": [
        0.237696831434546,
        0.20547109605893307
      ],
      "state_tokens": 96,
      "task": "word_sorting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.19590647400036687,
      "expected_usd": [
        0.0014988156521350607,
        0.004571436444944229
      ],
      "id": "bbeh:shuffled_objects:056",
      "probabilities": [
        0.003085384832457178,
        0.0034403395257800113
      ],
      "state_tokens": 2553,
      "task": "shuffled_objects",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.028956166000170924,
      "expected_usd": [
        0.001285330597830139,
        0.005884462023411462
      ],
      "id": "bbeh:web_of_lies:171",
      "probabilities": [
        0.4249866209993602,
        0.42372787078760255
      ],
      "state_tokens": 304,
      "task": "web_of_lies",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.02505862900034117,
      "expected_usd": [
        0.0010608670469200842,
        0.007226803596840427
      ],
      "id": "bbeh:spatial_reasoning:126",
      "probabilities": [
        0.8685841829537544,
        0.8533991850853454
      ],
      "state_tokens": 207,
      "task": "spatial_reasoning",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.19200981100038916,
      "expected_usd": [
        0.001069090855112968,
        0.007163183581388139
      ],
      "id": "bbeh:object_counting:027",
      "probabilities": [
        0.8523318281747566,
        0.8330349974626683
      ],
      "state_tokens": 2442,
      "task": "object_counting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.04309898600058659,
      "expected_usd": [
        0.0014786808773848545,
        0.004689746308990677
      ],
      "id": "bbeh:geometric_shapes:025",
      "probabilities": [
        0.04287686524644824,
        0.041310249677910416
      ],
      "state_tokens": 569,
      "task": "geometric_shapes",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.026655079999727604,
      "expected_usd": [
        0.0012306598319770411,
        0.006152388542680421
      ],
      "id": "bbeh:disambiguation_qa:027",
      "probabilities": [
        0.5330300799230399,
        0.5094887098678093
      ],
      "state_tokens": 208,
      "task": "disambiguation_qa",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.06294571599937626,
      "expected_usd": [
        0.0014754916329457832,
        0.004708958469530795
      ],
      "id": "bbeh:boardgame_qa:163",
      "probabilities": [
        0.0491796304478038,
        0.047459887320947476
      ],
      "state_tokens": 865,
      "task": "boardgame_qa",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.07305594599984033,
      "expected_usd": [
        0.0012403882928062847,
        0.00630513979391608
      ],
      "id": "bbeh:boolean_expressions:162",
      "probabilities": [
        0.5138041455211085,
        0.5583829944360759
      ],
      "state_tokens": 1037,
      "task": "boolean_expressions",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.026654744000552455,
      "expected_usd": [
        0.0010271863956195593,
        0.007516536371663664
      ],
      "id": "bbeh:sportqa:197",
      "probabilities": [
        0.9351457905794659,
        0.946140008000803
      ],
      "state_tokens": 255,
      "task": "sportqa",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.16087494600014907,
      "expected_usd": [
        0.001136834624869614,
        0.006752026624670316
      ],
      "id": "bbeh:buggy_tables:057",
      "probabilities": [
        0.718452759703236,
        0.7014273996108565
      ],
      "state_tokens": 2148,
      "task": "buggy_tables",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.1837590529994486,
      "expected_usd": [
        0.0012082919730252142,
        0.006329464170439035
      ],
      "id": "bbeh:object_counting:088",
      "probabilities": [
        0.5772347076095465,
        0.5661690058634008
      ],
      "state_tokens": 2381,
      "task": "object_counting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.08343356299974403,
      "expected_usd": [
        0.0012568859556780776,
        0.006010975570585217
      ],
      "id": "bbeh:object_properties:117",
      "probabilities": [
        0.4812005312674728,
        0.4642237052060793
      ],
      "state_tokens": 1197,
      "task": "object_properties",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.08240382399981172,
      "expected_usd": [
        0.0013637560179654935,
        0.005487299335400233
      ],
      "id": "bbeh:boolean_expressions:134",
      "probabilities": [
        0.2699978710386473,
        0.2965997109170181
      ],
      "state_tokens": 1204,
      "task": "boolean_expressions",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.29778892000013,
      "expected_usd": [
        0.0014124652440919553,
        0.005076249058313206
      ],
      "id": "bbeh:shuffled_objects:023",
      "probabilities": [
        0.1737359440274232,
        0.16502626024360018
      ],
      "state_tokens": 3411,
      "task": "shuffled_objects",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.02891557700058911,
      "expected_usd": [
        0.0011880804484464607,
        0.006530051904310964
      ],
      "id": "bbeh:sarc_triples:080",
      "probabilities": [
        0.6171778653746527,
        0.6303753129247224
      ],
      "state_tokens": 311,
      "task": "sarc_triples",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.02942578100009996,
      "expected_usd": [
        0.001273176640236026,
        0.005952247754303906
      ],
      "id": "bbeh:sarc_triples:063",
      "probabilities": [
        0.4490059592615711,
        0.4454254659896861
      ],
      "state_tokens": 297,
      "task": "sarc_triples",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.025781221999750414,
      "expected_usd": [
        0.0010668759663332277,
        0.0070758388479508095
      ],
      "id": "bbeh:word_sorting:044",
      "probabilities": [
        0.8567090166256632,
        0.8050767436501639
      ],
      "state_tokens": 68,
      "task": "word_sorting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.0490699219999442,
      "expected_usd": [
        0.0013895872522825129,
        0.005247302158975371
      ],
      "id": "bbeh:web_of_lies:098",
      "probabilities": [
        0.2189487251134179,
        0.21977880015672524
      ],
      "state_tokens": 700,
      "task": "web_of_lies",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.02970349699990038,
      "expected_usd": [
        0.0010641675505959748,
        0.007261871462839448
      ],
      "id": "bbeh:sportqa:194",
      "probabilities": [
        0.8620615409572674,
        0.8646240896637879
      ],
      "state_tokens": 300,
      "task": "sportqa",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.10407412099993962,
      "expected_usd": [
        0.001312586309647869,
        0.005739134910134282
      ],
      "id": "bbeh:boardgame_qa:143",
      "probabilities": [
        0.3711223420878972,
        0.3772099851756754
      ],
      "state_tokens": 1451,
      "task": "boardgame_qa",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.029733708999629016,
      "expected_usd": [
        0.001284869400387686,
        0.005892734248230407
      ],
      "id": "bbeh:sarc_triples:074",
      "probabilities": [
        0.42589806546427333,
        0.42637573462530143
      ],
      "state_tokens": 318,
      "task": "sarc_triples",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.10763811000015266,
      "expected_usd": [
        0.0013795687737609501,
        0.0053014583512709205
      ],
      "id": "bbeh:object_properties:075",
      "probabilities": [
        0.2387478088784189,
        0.23711370416446537
      ],
      "state_tokens": 1517,
      "task": "object_properties",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.05762242199944012,
      "expected_usd": [
        0.0013110607278014755,
        0.005677481954533435
      ],
      "id": "bbeh:dyck_languages:098",
      "probabilities": [
        0.3741372831991746,
        0.357475435499405
      ],
      "state_tokens": 771,
      "task": "dyck_languages",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.029409234000013385,
      "expected_usd": [
        0.0013137136327000007,
        0.005875657228248576
      ],
      "id": "bbeh:linguini:166",
      "probabilities": [
        0.3688944625260123,
        0.4209095360323915
      ],
      "state_tokens": 305,
      "task": "linguini",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.027814796999336977,
      "expected_usd": [
        0.001288659068613895,
        0.0057775492934966045
      ],
      "id": "bbeh:word_sorting:165",
      "probabilities": [
        0.4184087088228647,
        0.3895060794887373
      ],
      "state_tokens": 107,
      "task": "word_sorting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.09496704200046224,
      "expected_usd": [
        0.0011875920372679345,
        0.006467392568876992
      ],
      "id": "bbeh:zebra_puzzles:154",
      "probabilities": [
        0.6181430911636379,
        0.6103186302279598
      ],
      "state_tokens": 1377,
      "task": "zebra_puzzles",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.0900649830000475,
      "expected_usd": [
        0.0013669277262782671,
        0.005367534455492729
      ],
      "id": "bbeh:object_properties:051",
      "probabilities": [
        0.26372976172168844,
        0.25826406343713165
      ],
      "state_tokens": 1329,
      "task": "object_properties",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.026694297999711125,
      "expected_usd": [
        0.0012303064264612103,
        0.006051693971061893
      ],
      "id": "bbeh:word_sorting:032",
      "probabilities": [
        0.5337284998872974,
        0.4772572944170751
      ],
      "state_tokens": 74,
      "task": "word_sorting",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.034111894000488974,
      "expected_usd": [
        0.0012672142692147206,
        0.005868861031061063
      ],
      "id": "bbeh:movie_recommendation:026",
      "probabilities": [
        0.46078913402555954,
        0.41873413519881214
      ],
      "state_tokens": 344,
      "task": "movie_recommendation",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.3137344070000836,
      "expected_usd": [
        0.0011541768450009583,
        0.006675405803644027
      ],
      "id": "bbeh:zebra_puzzles:036",
      "probabilities": [
        0.6841800836364501,
        0.676901772509224
      ],
      "state_tokens": 3579,
      "task": "zebra_puzzles",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.11110101899976144,
      "expected_usd": [
        0.001292850493921715,
        0.005910084904878302
      ],
      "id": "bbeh:temporal_sequence:020",
      "probabilities": [
        0.4101253771187883,
        0.4319295218232843
      ],
      "state_tokens": 1547,
      "task": "temporal_sequence",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.18553402300040034,
      "expected_usd": [
        0.0011606244590852367,
        0.006744916226068343
      ],
      "id": "bbeh:object_counting:156",
      "probabilities": [
        0.6714379440925791,
        0.6991514257656256
      ],
      "state_tokens": 2426,
      "task": "object_counting",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.02747085299961327,
      "expected_usd": [
        0.001260343727152655,
        0.0060791487055846145
      ],
      "id": "bbeh:movie_recommendation:025",
      "probabilities": [
        0.47436708775426434,
        0.48604530493509857
      ],
      "state_tokens": 267,
      "task": "movie_recommendation",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.07348274600008153,
      "expected_usd": [
        0.0013045596720852105,
        0.005777629130320634
      ],
      "id": "bbeh:dyck_languages:162",
      "probabilities": [
        0.38698503711811905,
        0.3895316345291153
      ],
      "state_tokens": 1115,
      "task": "dyck_languages",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.026842680999834556,
      "expected_usd": [
        0.0014653296408036055,
        0.004760053720973508
      ],
      "id": "bbeh:nycc:175",
      "probabilities": [
        0.06926233394506832,
        0.06381501203460925
      ],
      "state_tokens": 205,
      "task": "nycc",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.026820570999916526,
      "expected_usd": [
        0.0011687563831847426,
        0.0066232658105439
      ],
      "id": "bbeh:nycc:097",
      "probabilities": [
        0.6553671758546459,
        0.6602122355044366
      ],
      "state_tokens": 256,
      "task": "nycc",
      "timing_only_strong": true
    },
    {
      "elapsed_seconds": 0.23655995900026028,
      "expected_usd": [
        0.0011751331467205438,
        0.006539940320773543
      ],
      "id": "bbeh:zebra_puzzles:123",
      "probabilities": [
        0.6427650551710318,
        0.6335405049905142
      ],
      "state_tokens": 2875,
      "task": "zebra_puzzles",
      "timing_only_strong": false
    },
    {
      "elapsed_seconds": 0.040431572999295895,
      "expected_usd": [
        0.0011938807461499665,
        0.006426739730123712
      ],
      "id": "bbeh:sportqa:155",
      "probabilities": [
        0.6057149890659917,
        0.5973060267276181
      ],
      "state_tokens": 472,
      "task": "sportqa",
      "timing_only_strong": false
    }
  ],
  "resource_rate_source": null,
  "resource_rate_usd_per_second": null,
  "runtime_versions": {
    "laya": "0.3.29",
    "peft": "0.18.1",
    "torch": "2.9.1",
    "transformers": "4.57.6"
  },
  "sample_protocol_sha256": "de0edbd05f35ba0d64b605c4e674dbb1ba0c035da7d483bef1ce793ac7a5443b",
  "summary": {
    "by_task": {
      "boardgame_qa": {
        "mean_seconds": 0.09672937375012225,
        "n": 4
      },
      "boolean_expressions": {
        "mean_seconds": 0.07204879250002705,
        "n": 4
      },
      "buggy_tables": {
        "mean_seconds": 0.14879795425031261,
        "n": 4
      },
      "causal_understanding": {
        "mean_seconds": 0.03508631600016088,
        "n": 1
      },
      "disambiguation_qa": {
        "mean_seconds": 0.027822551000099338,
        "n": 3
      },
      "dyck_languages": {
        "mean_seconds": 0.06555258399976083,
        "n": 2
      },
      "geometric_shapes": {
        "mean_seconds": 0.09069111000038295,
        "n": 3
      },
      "hyperbaton": {
        "mean_seconds": 0.08646612933292393,
        "n": 3
      },
      "linguini": {
        "mean_seconds": 0.03554022942872897,
        "n": 7
      },
      "movie_recommendation": {
        "mean_seconds": 0.031750645999818514,
        "n": 5
      },
      "multistep_arithmetic": {
        "mean_seconds": 0.037140427750046,
        "n": 4
      },
      "nycc": {
        "mean_seconds": 0.0307460684286655,
        "n": 7
      },
      "object_counting": {
        "mean_seconds": 0.1871009623334127,
        "n": 3
      },
      "object_properties": {
        "mean_seconds": 0.09081126700002642,
        "n": 5
      },
      "sarc_triples": {
        "mean_seconds": 0.032107335399814474,
        "n": 5
      },
      "shuffled_objects": {
        "mean_seconds": 0.24463907724998535,
        "n": 4
      },
      "spatial_reasoning": {
        "mean_seconds": 0.02505862900034117,
        "n": 1
      },
      "sportqa": {
        "mean_seconds": 0.03226327133324958,
        "n": 3
      },
      "temporal_sequence": {
        "mean_seconds": 0.11270185799973358,
        "n": 3
      },
      "time_arithmetic": {
        "mean_seconds": 0.027649535000819014,
        "n": 1
      },
      "web_of_lies": {
        "mean_seconds": 0.043801296666667135,
        "n": 6
      },
      "word_sorting": {
        "mean_seconds": 0.025784881333038356,
        "n": 6
      },
      "zebra_puzzles": {
        "mean_seconds": 0.2257112858336162,
        "n": 6
      }
    },
    "mean_seconds": 0.08040661006669123,
    "median_seconds": 0.04690063199996075,
    "p90_seconds": 0.18618160180039928,
    "p95_seconds": 0.24294012714972266,
    "reciprocal_mean_service_seconds": 12.436788457697387,
    "requests": 90
  },
  "timing_excludes": "Checkpoint verification/loading, startup, warmup, artifact I/O, HTTP/network, queueing and idle capacity",
  "timing_includes": "Tokenization/full-context validation, both resident model questions, sigmoid probabilities and expected-cost/decision arithmetic",
  "trained_sha256": "da172595864e9e1ef1f407a163c7531374814a47edbdcebfab40d5676d88d144",
  "variant": "base",
  "warmup": {
    "elapsed_seconds": 0.19026577900058328,
    "expected_usd": [
      0.00109926248646148,
      0.006991494818463824
    ],
    "id": "bbeh:object_counting:063",
    "probabilities": [
      0.7927049442012879,
      0.7780789878477667
    ],
    "state_tokens": 2386,
    "task": "object_counting",
    "timing_only_strong": false
  }
}