Download validation.json from aac6fef/laya-multilingual-coreml: direct link, hf CLI and curl.
- Browser
- Download file 4.77 kB
-
https://huggingface.co/aac6fef/laya-multilingual-coreml/resolve/main/validation.json
- Command line
-
hf download hf://aac6fef/laya-multilingual-coreml/validation.json
-
curl -L -o validation.json https://huggingface.co/aac6fef/laya-multilingual-coreml/resolve/main/validation.json
4.77 kB
| { | |
| "environment": { | |
| "created_at": "2026-09-20T03:18:17.294851+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", | |
| "format": "laya-coreml", | |
| "shape": { | |
| "batch_size": 1, | |
| "max_length": 1024, | |
| "min_length": 16, | |
| "default_length": 128, | |
| "max_options": 32, | |
| "flexible": true, | |
| "mode": "enumerated", | |
| "lengths": [ | |
| 16, | |
| 32, | |
| 64, | |
| 96, | |
| 128, | |
| 192, | |
| 256, | |
| 384, | |
| 512, | |
| 768, | |
| 1024 | |
| ] | |
| }, | |
| "compute_units": "cpu_gpu", | |
| "load_seconds": 2.521158707997529, | |
| "source_weights_sha256": "9d628fd971b700382ac6f65920a86f149777b2e748e0c955fb3b19695aa8f204", | |
| "package_sha256": "64e84856a07620d2085f91ce9a0d1a48ccbe9dc824d1a34bed8c104bff1db383", | |
| "reference_sha256": "27642bf5f16e1881514a65f91d2ba986fce786b832e60ed1a35fa44d1bfdd682", | |
| "bundle_files_verified": true, | |
| "cases": [ | |
| { | |
| "name": "email", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.00017555557478511619, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "en", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0003270161033079866, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "zh", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0004650094824689699, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "de", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.00035520339176342564, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "fr", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0010337280305405677, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "es", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0003375064743120493, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "hi", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.00018448471402932043, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "ja", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 8.419404114012874e-05, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "ru", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0015776376887714216, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "empty_state", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.00039023162459189686, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "long", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0011252203252182236, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "conversation", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0004810536801295173, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "mask_literals", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.0013082645248925218, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "many_questions", | |
| "questions": 20, | |
| "argmax_agreements": 20, | |
| "probability_max_abs_error": 0.00017547025189122711, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "structured", | |
| "questions": 3, | |
| "argmax_agreements": 3, | |
| "probability_max_abs_error": 0.00013953810866951244, | |
| "action_probability_max_abs_error": 0.0 | |
| }, | |
| { | |
| "name": "twenty_options", | |
| "questions": 1, | |
| "argmax_agreements": 1, | |
| "probability_max_abs_error": 3.3154213453512327e-06, | |
| "action_probability_max_abs_error": 0.0 | |
| } | |
| ], | |
| "passed": true, | |
| "questions": 63, | |
| "argmax_agreements": 63, | |
| "probability_max_abs_error": 0.0015776376887714216, | |
| "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 | |
| } | |
| } | |