metadata
tags:
- generated_from_trainer
datasets:
- tsquad
model-index:
- name: electra-small-turkish-uncased-discriminator-finetuned_lr-2e-05_epochs-6
results: []
electra-small-turkish-uncased-discriminator-finetuned_lr-2e-05_epochs-6
This model is a fine-tuned version of loodos/electra-small-turkish-uncased-discriminator on the turkish squad dataset. It achieves the following results on the evaluation set:
- Loss: 2.0379
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: 16
- eval_batch_size: 16
- 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 |
|---|---|---|---|
| 4.128 | 1.0 | 722 | 2.7187 |
| 3.0376 | 2.0 | 1444 | 2.4486 |
| 2.5304 | 3.0 | 2166 | 2.3485 |
| 2.4214 | 4.0 | 2888 | 2.0450 |
| 2.1568 | 5.0 | 3610 | 2.0576 |
| 2.0752 | 6.0 | 4332 | 2.0379 |
Framework versions
- Transformers 4.15.0
- Pytorch 1.10.0+cu111
- Datasets 1.17.0
- Tokenizers 0.10.3