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scope-bert

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scope-bert
File size: 1,141 Bytes
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{
  "args": {
    "train": "data/train.jsonl",
    "val": "data/val.jsonl",
    "model": "bert-base-uncased",
    "out": "models/scope-bert",
    "epochs": 3,
    "batch_size": 16,
    "lr": 5e-05,
    "head_lr": 0.001,
    "weight_decay": 0.01,
    "warmup_ratio": 0.1,
    "max_length": 512,
    "dropout": 0.1,
    "fp16": true,
    "device": "auto",
    "seed": 42,
    "limit": null
  },
  "history": [
    {
      "epoch": 1,
      "train_loss": 0.8659564767628908,
      "val_risk_acc": 0.94,
      "val_issue_f1": 0.9724158836010912,
      "val_span_f1": 0.9997285032773533,
      "val_action_f1": 1.0,
      "seconds": 177.8
    },
    {
      "epoch": 2,
      "train_loss": 0.0714571375378097,
      "val_risk_acc": 0.991,
      "val_issue_f1": 0.9997001499250375,
      "val_span_f1": 0.9998448770650741,
      "val_action_f1": 0.9991169977924945,
      "seconds": 179.7
    },
    {
      "epoch": 3,
      "train_loss": 0.011617305487083892,
      "val_risk_acc": 0.995,
      "val_issue_f1": 1.0,
      "val_span_f1": 1.0,
      "val_action_f1": 1.0,
      "seconds": 180.1
    }
  ],
  "risk_temperature": 1.348070740699768
}