metadata

license: mit
tags:
  - generated_from_trainer
datasets:
  - squad
model-index:
  - name: roberta-base-few-shot-k-16-finetuned-squad-seed-42
    results: []

roberta-base-few-shot-k-16-finetuned-squad-seed-42

This model is a fine-tuned version of roberta-base 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
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 200

Training results

{'exact_match': 8.618732261116367, 'f1': 14.074017518582023}

Framework versions

Transformers 4.16.2
Pytorch 1.10.0+cu111
Datasets 1.18.3
Tokenizers 0.11.0