README.md

metadata

license: apache-2.0
tags:
  - generated_from_trainer
  - course
  - fine-tuned
  - bert
datasets:
  - squad
model-index:
  - name: bert-finetuned-squad
    results: []

bert-finetuned-squad

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

Model description

The model is based on a pretrained model where fine-tuning was done to setup the model for the actual task (use case)

Intended uses & limitations

Intened use here is to

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.25.1
• Pytorch 1.13.1+cu116
• Datasets 2.8.0
• Tokenizers 0.13.2