aac6fef's picture
Release validated Core ML bundle and model card
7503714 verified
Raw History Blame Contribute Delete
4.37 kB
{
"environment": {
"created_at": "2026-09-20T03:20:56.290838+00:00",
"chip": "Apple M3 Max",
"memory_bytes": 137438953472,
"os": "macOS-27.2-arm64-arm-64bit",
"python": "3.12.13",
"packages": {
"coremltools": "9.0",
"numpy": "2.1.3",
"torch": "2.7.0",
"tokenizers": "0.23.2",
"mlx": "0.32.2",
"laya-mlx": "0.1.0"
},
"source_sha256": "48f7d107ba44feedfa8f643e4c7808b1e540652d4e8275840336e8adca28f4f2"
},
"repository": "aac6fef/laya-multilingual-coreml-ane-w8",
"format": "laya-coreml-ane",
"shape": {
"batch_size": 1,
"max_length": 96,
"min_length": 96,
"max_options": 32,
"flexible": false,
"lengths": null
},
"compute_units": "cpu_ne",
"load_seconds": 20.907406999998784,
"source_weights_sha256": "9d628fd971b700382ac6f65920a86f149777b2e748e0c955fb3b19695aa8f204",
"package_sha256": "913229de164efd925637853f5e99d23bc91cc1799fab1dde1b910d7ed43d98c6",
"reference_sha256": "27642bf5f16e1881514a65f91d2ba986fce786b832e60ed1a35fa44d1bfdd682",
"bundle_files_verified": true,
"cases": [
{
"name": "email",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.0012272882172870148,
"action_probability_max_abs_error": 0.0
},
{
"name": "en",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.0018410513424818031,
"action_probability_max_abs_error": 0.0
},
{
"name": "zh",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.014392909293497902,
"action_probability_max_abs_error": 0.0
},
{
"name": "de",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.0001996841081041284,
"action_probability_max_abs_error": 0.0
},
{
"name": "fr",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.009025524948071184,
"action_probability_max_abs_error": 0.0
},
{
"name": "es",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.0027812394383394112,
"action_probability_max_abs_error": 0.0
},
{
"name": "hi",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.00021444244732438111,
"action_probability_max_abs_error": 0.0
},
{
"name": "ja",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.005094480995969208,
"action_probability_max_abs_error": 0.0
},
{
"name": "ru",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.003965611255912882,
"action_probability_max_abs_error": 0.0
},
{
"name": "empty_state",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.0037639045789478187,
"action_probability_max_abs_error": 0.0
},
{
"name": "long",
"skipped": "outside bundle capacity"
},
{
"name": "conversation",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.003134793764439925,
"action_probability_max_abs_error": 0.0
},
{
"name": "mask_literals",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.005765089021230851,
"action_probability_max_abs_error": 0.0
},
{
"name": "many_questions",
"questions": 20,
"argmax_agreements": 20,
"probability_max_abs_error": 0.0012271992423291689,
"action_probability_max_abs_error": 0.0
},
{
"name": "structured",
"questions": 3,
"argmax_agreements": 3,
"probability_max_abs_error": 0.0007118800165186318,
"action_probability_max_abs_error": 0.0
},
{
"name": "twenty_options",
"skipped": "outside bundle capacity"
}
],
"passed": true,
"questions": 59,
"argmax_agreements": 59,
"probability_max_abs_error": 0.014392909293497902,
"action_probability_max_abs_error": 0.0,
"stability": {
"calls": 100,
"identical_rounded_results": true
},
"gate": {
"all_argmax_agree": true,
"max_probability_error": 0.02,
"max_action_probability_error": 0.02,
"finite": true,
"stable": true
}
}