---
license: apache-2.0
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: uzroberta-panx-uz
  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. -->

# uzroberta-panx-uz

This model is a fine-tuned version of [rifkat/uztext-3Gb-BPE-Roberta](https://huggingface.co/rifkat/uztext-3Gb-BPE-Roberta) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1626
- F1: 0.9175

## 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: 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: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | F1     |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.0515        | 1.0   | 150  | 0.1373          | 0.9141 |
| 0.0415        | 2.0   | 300  | 0.1268          | 0.9194 |
| 0.0101        | 3.0   | 450  | 0.1225          | 0.9416 |
| 0.0038        | 4.0   | 600  | 0.1426          | 0.9353 |
| 0.0004        | 5.0   | 750  | 0.1458          | 0.9320 |


### Framework versions

- Transformers 4.27.3
- Pytorch 2.0.0+cu117
- Datasets 2.11.0
- Tokenizers 0.12.1