---
license: apache-2.0
base_model: HooshvareLab/bert-fa-base-uncased
tags:
- generated_from_trainer
metrics:
- accuracy
- f1
model-index:
- name: Bert-Sentiment-Fa
  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. -->

# Bert-Sentiment-Fa

This model is a fine-tuned version of [HooshvareLab/bert-fa-base-uncased](https://huggingface.co/HooshvareLab/bert-fa-base-uncased) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4804
- Accuracy: 0.8667
- F1: 0.8055

## 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: 3e-06
- train_batch_size: 16
- eval_batch_size: 64
- 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     |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
| No log        | 1.0   | 143  | 0.6056          | 0.7765   | 0.6647 |
| No log        | 2.0   | 286  | 0.4282          | 0.8549   | 0.7825 |
| No log        | 3.0   | 429  | 0.4119          | 0.8588   | 0.7949 |
| 0.5089        | 4.0   | 572  | 0.4091          | 0.8667   | 0.8102 |
| 0.5089        | 5.0   | 715  | 0.4226          | 0.8627   | 0.7988 |
| 0.5089        | 6.0   | 858  | 0.4333          | 0.8627   | 0.8031 |
| 0.203         | 7.0   | 1001 | 0.4500          | 0.8627   | 0.7972 |
| 0.203         | 8.0   | 1144 | 0.4540          | 0.8667   | 0.8073 |
| 0.203         | 9.0   | 1287 | 0.4765          | 0.8667   | 0.8055 |
| 0.203         | 10.0  | 1430 | 0.4804          | 0.8667   | 0.8055 |


### Framework versions

- Transformers 4.33.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3