---
library_name: transformers
license: mit
base_model: gerulata/slovakbert
tags:
- generated_from_trainer
model-index:
- name: lease_sk_ner_emph_bold
  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. -->

# lease_sk_ner_emph_bold

This model is a fine-tuned version of [gerulata/slovakbert](https://huggingface.co/gerulata/slovakbert) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0446

## 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: 15

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| No log        | 1.0   | 1329  | 0.0258          |
| 0.0467        | 2.0   | 2658  | 0.0229          |
| 0.0467        | 3.0   | 3987  | 0.0215          |
| 0.01          | 4.0   | 5316  | 0.0231          |
| 0.0061        | 5.0   | 6645  | 0.0277          |
| 0.0061        | 6.0   | 7974  | 0.0288          |
| 0.0045        | 7.0   | 9303  | 0.0351          |
| 0.0032        | 8.0   | 10632 | 0.0316          |
| 0.0032        | 9.0   | 11961 | 0.0370          |
| 0.0025        | 10.0  | 13290 | 0.0402          |
| 0.0018        | 11.0  | 14619 | 0.0367          |
| 0.0018        | 12.0  | 15948 | 0.0396          |
| 0.0015        | 13.0  | 17277 | 0.0417          |
| 0.0012        | 14.0  | 18606 | 0.0433          |
| 0.0012        | 15.0  | 19935 | 0.0446          |


### Framework versions

- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1