---
library_name: transformers
license: mit
base_model: dbmdz/bert-base-turkish-cased
tags:
- generated_from_trainer
metrics:
- precision
- recall
- f1
- accuracy
model-index:
- name: pelin_5e-05_4_5_detect
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# pelin_5e-05_4_5_detect

This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6034
- Precision: 0.7120
- Recall: 0.5589
- F1: 0.6262
- Accuracy: 0.9156

## 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: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
| 0.1818        | 1.0   | 675  | 0.1941          | 0.6067    | 0.1957 | 0.2959 | 0.9474   |
| 0.1014        | 2.0   | 1350 | 0.2050          | 0.6282    | 0.3551 | 0.4537 | 0.9533   |
| 0.053         | 3.0   | 2025 | 0.2312          | 0.4938    | 0.4312 | 0.4603 | 0.9539   |
| 0.0333        | 4.0   | 2700 | 0.3004          | 0.5417    | 0.4239 | 0.4756 | 0.9536   |
| 0.0095        | 5.0   | 3375 | 0.3057          | 0.4609    | 0.4275 | 0.4436 | 0.9502   |


### Framework versions

- Transformers 4.48.2
- Pytorch 2.6.0+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0