metadata
license: mit
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: xtremedistil-l6-h256-uncased-TQUAD-finetuned_lr-2e-05_epochs-6
results: []
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