---
license: mit
base_model: urduhack/roberta-urdu-small
tags:
- generated_from_trainer
model-index:
- name: UrduSentimentClassification
  results: []

widget:
- text: گران کے مطابق ، کمپنی کی تمام پیداوار روس منتقل کرنے کا کوئی منصوبہ نہیں ہے ، اگرچہ کمپنی وہاں بڑھ رہی ہے
    نے میری توقعات کو پورا کیا۔ !
  example_title: Example 1
- text: بی اختیارات کے استعمال سے زیادہ سے زیادہ 666،104 نئے حصص کے لیے 2004 کے اسٹاک آپشن پلان کے تحت مزید سبسکرائب کیا جا سکتا ہے۔
  example_title: Example 2
---

<!-- 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. -->

# UrduSentimentClassification

This model is a fine-tuned version of [urduhack/roberta-urdu-small](https://huggingface.co/urduhack/roberta-urdu-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5088

## 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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 0.1051        | 1.96  | 500  | 0.6554          |
| 0.1383        | 3.92  | 1000 | 0.5446          |
| 0.0725        | 5.88  | 1500 | 0.4635          |
| 0.0187        | 7.84  | 2000 | 0.4727          |
| 0.0012        | 9.8   | 2500 | 0.5088          |


### Framework versions

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