anas-awadalla/spanbert-base-cased-few-shot-k-128-finetuned-squad-seed-42

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spanbert-base-cased-few-shot-k-128-finetuned-squad-seed-42

This model is a fine-tuned version of SpanBERT/spanbert-base-cased on the squad dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 3e-05
• —trainbatchsize: 16
• —evalbatchsize: 16
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.1
• —training_steps: 200

Training results

{'exact_match': 12.573320719016083, 'f1': 22.855895753681814}

Framework versions

• —Transformers 4.16.2
• —Pytorch 1.10.0+cu111
• —Datasets 1.18.3
• —Tokenizers 0.11.0