rohitsroch's picture
Update README.md
bb000fc
|
raw
history blame
1.97 kB
metadata
tags:
  - generated_from_trainer
datasets:
  - squad_v2
model-index:
  - name: indic-mALBERT-uncased
    results: []

indic-mALBERT-uncased

This model is a uncased fine-tuned version of indic-bert on the squad_v2 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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 814
  • num_epochs: 5.0
  • mixed_precision_training: Native AMP

Training results

Key Value
epoch 5.0
eval_HasAns_exact 53.54251012145749
eval_HasAns_f1 63.501893668646716
eval_HasAns_total 5928
eval_NoAns_exact 75.10513036164845
eval_NoAns_f1 75.10513036164845
eval_NoAns_total 5945
eval_exact 64.3392571380443
eval_f1 69.31181888888594
eval_runtime 69.5054
eval_samples 12000
eval_samples_per_second 172.649
eval_steps_per_second 5.395
eval_total 11873

Framework versions

  • Transformers 4.29.2
  • Pytorch 1.9.0+cu102
  • Datasets 2.12.0
  • Tokenizers 0.13.3