distilbert-fa-zwnj-base-finetuned-pquad-pquad

This model is a fine-tuned version of Gholamreza/distilbert-fa-zwnj-base-finetuned-pquad on the pquad 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: 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 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.0.1
• Tokenizers 0.19.1

Computed Metrics

{'exact': 43.91925777331996,

'f1': 59.06087423686695,

'total': 7976,

'HasAns_exact': 58.41534612176814,

'HasAns_f1': 78.5603891431611,

'HasAns_total': 5995,

'NoAns_exact': 0.05047955577990914,

'NoAns_f1': 0.05047955577990914,

'NoAns_total': 1981,

'best_exact': 43.91925777331996,

'best_exact_thresh': 0.0,

'best_f1': 59.0608742368668,

'best_f1_thresh': 0.0}