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allenai/scibert_scivocab_uncased1{
2 "mode": "train",
3 "data": "<private_dataset>",
4 "task": "Application Form",
5 "model": "scibert",
6 "cross_val": false,
7 "batch_size": 8,
8 "learning_rate": 5e-05,
9 "weight_decay": 0.01,
10 "lr_scheduler": "linear",
11 "warmup_ratio": 0.1,
12 "epochs": 30,
13 "dropout": 0.1,
14 "early_stopping_patience": 5,
15 "gradient_clipping": 0.1,
16 "device": "cuda",
17 "load": null,
18 "max_length": 512,
19 "is_multilabel": true
20}