mbert-vifn / aggregate_metrics.json
BaoNhan's picture
Fine-tune mBERT on ViFN: seeds [42, 22, 202]
7e5aacd verified
Raw
History Blame Contribute Delete
3.13 kB
{
"dataset": "ViFN",
"dataset_rows": 1406,
"split_counts": {
"train": 1124,
"validation": 141,
"test": 141
},
"split_seed": 42,
"source_sha256": "80ca7eab9383bb0487e64c857b81956f3abd5147aaa19888d4ca8cdff7fd3a50",
"canonical_data_sha256": "dcf674944d5a4c323f1817ff33c088ff41e427b26b9892e31cae70c077f6e5f0",
"base_model": "bert-base-multilingual-cased",
"base_revision": "3f076fdb1ab68d5b2880cb87a0886f315b8146f8",
"fine_tuning_seeds": [
42,
22,
202
],
"representative_seed": 42,
"selection_rule": "highest development Macro-F1; test metrics are not used for selection",
"aggregate_metrics": {
"dev_accuracy": {
"mean": 0.8486997635933807,
"std": 0.014763588648695997,
"values": [
0.8368794326241135,
0.8652482269503546,
0.8439716312056738
]
},
"dev_macro_precision": {
"mean": 0.8529317119960395,
"std": 0.013506402205727543,
"values": [
0.8403540903540904,
0.8672064777327935,
0.8512345679012345
]
},
"dev_macro_recall": {
"mean": 0.8483232729711604,
"std": 0.014845199869479062,
"values": [
0.8365191146881288,
0.864989939637827,
0.8434607645875252
]
},
"dev_macro_f1": {
"mean": 0.8481242000514174,
"std": 0.014993029393505908,
"values": [
0.8363526265327749,
0.8650037792894936,
0.8430161943319838
]
},
"dev_weighted_f1": {
"mean": 0.8481886833633626,
"std": 0.014975323748613392,
"values": [
0.8364184772941922,
0.8650445205663038,
0.843103052229592
]
},
"test_accuracy": {
"mean": 0.8250591016548463,
"std": 0.008189365520420235,
"values": [
0.8156028368794326,
0.8297872340425532,
0.8297872340425532
]
},
"test_macro_precision": {
"mean": 0.829765076745669,
"std": 0.010976776319693734,
"values": [
0.8178137651821862,
0.8320850202429151,
0.8393964448119058
]
},
"test_macro_recall": {
"mean": 0.8254527162977867,
"std": 0.008278278300672315,
"values": [
0.8158953722334004,
0.8300804828973842,
0.8303822937625754
]
},
"test_macro_f1": {
"mean": 0.8245628443823872,
"std": 0.007971415110036854,
"values": [
0.8153706688154714,
0.8295729250604351,
0.828744939271255
]
},
"test_weighted_f1": {
"mean": 0.8245014945559426,
"std": 0.007959906612465843,
"values": [
0.8153242352026792,
0.8295300632640115,
0.8286501852011371
]
}
},
"training": {
"epochs": 3,
"learning_rate": 2e-05,
"weight_decay": 0.01,
"warmup_ratio": 0.1,
"effective_batch_size": 8,
"max_length": 256,
"text_mode": "raw",
"class_weighting": false,
"resampling": false
},
"environment": {
"python": "3.12.13",
"execution_mode": "full"
},
"created_at_utc": "2026-07-18T18:01:08.422406+00:00"
}