xtremedistil-l6-h256-uncased-TQUAD-finetuned_lr-2e-05_epochs-6

This model is a fine-tuned version of microsoft/xtremedistil-l6-h256-uncased on the Turkish squad dataset. It achieves the following results on the evaluation set:

  • Loss: 2.8135

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: 48
  • eval_batch_size: 48
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 6

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 350 3.8389
4.4474 2.0 700 3.3748
3.512 3.0 1050 3.0657
3.512 4.0 1400 2.9219
3.1526 5.0 1750 2.8517
2.9972 6.0 2100 2.8135

Framework versions

  • Transformers 4.15.0
  • Pytorch 1.10.0+cu111
  • Datasets 1.17.0
  • Tokenizers 0.10.3
Downloads last month
2
Hosted inference API
Question Answering
Examples
Examples
This model can be loaded on the Inference API on-demand.

Dataset used to train husnu/xtremedistil-l6-h256-uncased-TQUAD-finetuned_lr-2e-05_epochs-6

Evaluation results