laya-coreml / reports /verification-multilingual-L1024.json
alexwengg's picture
Upload reports/verification-multilingual-L1024.json with huggingface_hub
1be4eb9 verified
Raw History Blame
18.2 kB
{
"package": "laya_multilingual_fp16_L1024_options32.mlpackage",
"package_files_sha256": {
"Data/com.apple.CoreML/model.mlmodel": "88a745e53bdb53abdf600fa235fd7930ee8f9d59e7f1485f7402f036aaa17d77",
"Data/com.apple.CoreML/weights/weight.bin": "a99aadbb5f3e3a6ad0ebf28df2027fdc9fae2717e2c7a2fb4c1e9ec8be1e9529",
"Manifest.json": "a4cb1a599ac7ee392f09181ff0f340df4a05540b9ff1566f15ee35646fb11e43"
},
"source_repo": "convaiinnovations/laya",
"source_revision": "1c5edc17a7acd8701df6fc341c0d179f1c62c982",
"variant": "multilingual",
"length": 1024,
"max_options": 32,
"environment": {
"chip": "Apple M5 Pro",
"os": "27.0",
"python": "3.12.13",
"torch": "2.7.0",
"coremltools": "9.0"
},
"gates": {
"argmax_agreement": "100%",
"max_probability_error": 0.02,
"max_action_probability_error": 0.02,
"finite": true,
"padding_masked": true
},
"cases_sha256": "4de4e34309c421913524209b62bb7c8a0a232928bd228ec12e884347ce65eeed",
"runs": {
"ALL": {
"compute_units": "ALL",
"load_seconds": 1.9747608749894425,
"questions": 16,
"argmax_agreements": 16,
"max_probability_error": 0.002333313226699829,
"max_action_probability_error": 0.0,
"latency_ms": {
"p50": 17.886937508592382,
"p95": 18.32043749454897,
"min": 17.64466700842604,
"max": 23.31449999473989
},
"skipped": [],
"rows": [
{
"case": "tetris_clean",
"question": "clean",
"type": "noul",
"tokens": 80,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 8.064508438110352e-05,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9998779296875,
"median_ms": 17.863854009192437
},
{
"case": "tetris_flat",
"question": "clean",
"type": "noul",
"tokens": 84,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.00014770030975341797,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9999237060546875,
"median_ms": 18.013292021350935
},
{
"case": "tetris_lane",
"question": "lane",
"type": "choice",
"tokens": 62,
"options": 4,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0007520020008087158,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.0,
"median_ms": 17.79310347046703
},
{
"case": "tetris_lane",
"question": "risk",
"type": "score",
"tokens": 64,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.00046347081661224365,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.0,
"median_ms": 17.958333482965827
},
{
"case": "form_field",
"question": "action",
"type": "choice",
"tokens": 104,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 0.00038102269172668457,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9998779296875,
"median_ms": 17.863124987343326
},
{
"case": "support_triage",
"question": "intent",
"type": "choice",
"tokens": 62,
"options": 4,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 5.608797073364258e-05,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.0000487565994263,
"median_ms": 17.887624504510313
},
{
"case": "support_triage",
"question": "frustration",
"type": "score",
"tokens": 69,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0005022585391998291,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.0,
"median_ms": 17.897104495204985
},
{
"case": "support_triage",
"question": "churn",
"type": "noul",
"tokens": 71,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 3.820657730102539e-05,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9999771118164062,
"median_ms": 17.81887552351691
},
{
"case": "zh",
"question": "intent",
"type": "choice",
"tokens": 37,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 0.00023287534713745117,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.999762773513794,
"median_ms": 17.968854488572106
},
{
"case": "zh",
"question": "urgent",
"type": "noul",
"tokens": 48,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.00012467056512832642,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.999755859375,
"median_ms": 17.823145462898538
},
{
"case": "ja",
"question": "intent",
"type": "choice",
"tokens": 45,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 0.00017899274826049805,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.000178337097168,
"median_ms": 17.794958519516513
},
{
"case": "de",
"question": "intent",
"type": "choice",
"tokens": 44,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 7.051229476928711e-05,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9999675750732422,
"median_ms": 17.900292004924268
},
{
"case": "many_options",
"question": "lane",
"type": "choice",
"tokens": 157,
"options": 20,
"argmax_agrees": true,
"coreml_argmax": 3,
"reference_argmax": 3,
"max_probability_error": 0.000586189329624176,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9999237060546875,
"median_ms": 17.867436981759965
},
{
"case": "guard",
"question": "injection",
"type": "noul",
"tokens": 48,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.002333313226699829,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.000244140625,
"median_ms": 17.970292014069855
},
{
"case": "long_state",
"question": "ready",
"type": "noul",
"tokens": 174,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0001442432403564453,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.00006103515625,
"median_ms": 17.907041998114437
},
{
"case": "long_state",
"question": "owner",
"type": "choice",
"tokens": 158,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 2,
"reference_argmax": 2,
"max_probability_error": 0.00044977664947509766,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.00018310546875,
"median_ms": 17.80535452417098
}
],
"passed": true
},
"CPU_AND_NE": {
"compute_units": "CPU_AND_NE",
"load_seconds": 6.936569582961965,
"questions": 16,
"argmax_agreements": 16,
"max_probability_error": 0.012559235095977783,
"max_action_probability_error": 0.0,
"latency_ms": {
"p50": 80.06945901433937,
"p95": 80.43368989310693,
"min": 79.77154199033976,
"max": 80.92245802981779
},
"skipped": [],
"rows": [
{
"case": "tetris_clean",
"question": "clean",
"type": "noul",
"tokens": 80,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 0.0004076361656188965,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.00018310546875,
"median_ms": 80.10460447985679
},
{
"case": "tetris_flat",
"question": "clean",
"type": "noul",
"tokens": 84,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.00034058094024658203,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.0003662109375,
"median_ms": 80.07691701641306
},
{
"case": "tetris_lane",
"question": "lane",
"type": "choice",
"tokens": 62,
"options": 4,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0033596158027648926,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9998779296875,
"median_ms": 80.06479148752987
},
{
"case": "tetris_lane",
"question": "risk",
"type": "score",
"tokens": 64,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0014896541833877563,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9996337890625,
"median_ms": 80.11591649847105
},
{
"case": "form_field",
"question": "action",
"type": "choice",
"tokens": 104,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 0.0034949183464050293,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9996337890625,
"median_ms": 80.14208299573511
},
{
"case": "support_triage",
"question": "intent",
"type": "choice",
"tokens": 62,
"options": 4,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0004321932792663574,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9995682239532471,
"median_ms": 80.23072901414707
},
{
"case": "support_triage",
"question": "frustration",
"type": "score",
"tokens": 69,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.001600891351699829,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.99981689453125,
"median_ms": 80.22379150497727
},
{
"case": "support_triage",
"question": "churn",
"type": "noul",
"tokens": 71,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 3.820657730102539e-05,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9999771118164062,
"median_ms": 80.06289551849477
},
{
"case": "zh",
"question": "intent",
"type": "choice",
"tokens": 37,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 0.00023287534713745117,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.999773383140564,
"median_ms": 80.02085401676595
},
{
"case": "zh",
"question": "urgent",
"type": "noul",
"tokens": 48,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0004093870520591736,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.0002899169921875,
"median_ms": 79.99004202429205
},
{
"case": "ja",
"question": "intent",
"type": "choice",
"tokens": 45,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 0.00017899274826049805,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.0001769065856934,
"median_ms": 80.35356248728931
},
{
"case": "de",
"question": "intent",
"type": "choice",
"tokens": 44,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 0,
"reference_argmax": 0,
"max_probability_error": 7.051229476928711e-05,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9998779296875,
"median_ms": 80.08831250481308
},
{
"case": "many_options",
"question": "lane",
"type": "choice",
"tokens": 157,
"options": 20,
"argmax_agrees": true,
"coreml_argmax": 3,
"reference_argmax": 3,
"max_probability_error": 0.001290060579776764,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.9998397827148438,
"median_ms": 79.97343697934411
},
{
"case": "guard",
"question": "injection",
"type": "noul",
"tokens": 48,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.012559235095977783,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 1.000244140625,
"median_ms": 79.98441651579924
},
{
"case": "long_state",
"question": "ready",
"type": "noul",
"tokens": 174,
"options": 2,
"argmax_agrees": true,
"coreml_argmax": 1,
"reference_argmax": 1,
"max_probability_error": 0.0003440380096435547,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.999664306640625,
"median_ms": 80.0024795171339
},
{
"case": "long_state",
"question": "owner",
"type": "choice",
"tokens": 158,
"options": 3,
"argmax_agrees": true,
"coreml_argmax": 2,
"reference_argmax": 2,
"max_probability_error": 0.0005267858505249023,
"max_action_probability_error": 0.0,
"finite": true,
"padding_masked": true,
"probability_sum": 0.999908447265625,
"median_ms": 79.98839602805674
}
],
"passed": true
}
},
"passed": true
}