
<!-- 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. -->

# ds14-clean

This model is a fine-tuned version of [osiria/distilbert-base-italian-cased](https://huggingface.co/osiria/distilbert-base-italian-cased) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.5883
- Accuracy: 0.4738
- F1: 0.4751

## 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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
| 2.6167        | 1.0   | 105  | 2.5270          | 0.1714   | 0.1030 |
| 2.2616        | 2.0   | 210  | 2.0286          | 0.3786   | 0.3367 |
| 1.815         | 3.0   | 315  | 1.7771          | 0.4262   | 0.4010 |
| 1.558         | 4.0   | 420  | 1.6659          | 0.4571   | 0.4472 |
| 1.375         | 5.0   | 525  | 1.6139          | 0.4786   | 0.4680 |
| 1.2299        | 6.0   | 630  | 1.5869          | 0.4810   | 0.4744 |
| 1.1342        | 7.0   | 735  | 1.5867          | 0.4786   | 0.4766 |
| 1.0427        | 8.0   | 840  | 1.5831          | 0.4714   | 0.4736 |
| 0.9776        | 9.0   | 945  | 1.5876          | 0.4857   | 0.4853 |
| 0.943         | 10.0  | 1050 | 1.5883          | 0.4738   | 0.4751 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy", "f1"], "base_model": "osiria/distilbert-base-italian-cased", "model-index": [{"name": "ds14-clean", "results": []}]}
transformers tensorboard safetensors distilbert text-classification generated_from_trainer base_model:osiria/distilbert-base-italian-cased license:apache-2.0 autotrain_compatible endpoints_compatible region:us