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semantic_token_head_metrics.json
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{
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"schema": "modernbert-semantic-token-head-v1",
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"labels": [
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"O",
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"B_ENTITY",
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"I_ENTITY",
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"B_RELATION",
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"I_RELATION"
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],
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"train_rows": 3288,
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"validation_rows": 1065,
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"best_validation_token_f1": 0.9948555599525128,
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"frozen_backbone": true,
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"elapsed_seconds": 23.438019558787346,
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"history": [
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{
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"token_precision": 0.9972908366533865,
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"token_recall": 0.9881572714353387,
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"token_f1": 0.9927030456852792,
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"token_accuracy": 0.9926397800445557,
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"epoch": 1,
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"train_loss": 0.14505504634122826
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},
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{
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"token_precision": 0.9972925625099538,
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"token_recall": 0.9887888836254539,
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"token_f1": 0.9930225182366,
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"token_accuracy": 0.9929705858230591,
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"epoch": 2,
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"train_loss": 0.029710620035896602
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},
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{
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"token_precision": 0.997296007634802,
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"token_recall": 0.9900521080056846,
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"token_f1": 0.9936608557844692,
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"token_accuracy": 0.9936321377754211,
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"epoch": 3,
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"train_loss": 0.022430925611949083
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},
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{
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"token_precision": 0.9971383147853736,
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"token_recall": 0.9903679141007421,
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"token_f1": 0.993741582825002,
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"token_accuracy": 0.9937148690223694,
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"epoch": 4,
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"train_loss": 0.019456134268164057
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},
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{
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"token_precision": 0.9969822109275731,
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"token_recall": 0.9911574293383862,
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"token_f1": 0.9940612875128673,
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"token_accuracy": 0.9940456748008728,
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"epoch": 5,
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"train_loss": 0.017276593601530037
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},
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{
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"token_precision": 0.9972994440031772,
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"token_recall": 0.9913153323859151,
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"token_f1": 0.9942983845422869,
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"token_accuracy": 0.994293749332428,
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"epoch": 6,
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"train_loss": 0.015938257265076475
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},
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{
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"token_precision": 0.9973011589141133,
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"token_recall": 0.9919469445760303,
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"token_f1": 0.9946168461051298,
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"token_accuracy": 0.9944591522216797,
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"epoch": 7,
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"train_loss": 0.014872589008430543
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},
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{
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"token_precision": 0.9973024436686766,
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"token_recall": 0.9924206537186168,
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"token_f1": 0.9948555599525128,
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"token_accuracy": 0.9947072267532349,
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"epoch": 8,
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"train_loss": 0.014309850005993566
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}
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]
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}
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