---
license: apache-2.0
base_model: irfanamal/distilbert_multiple_choice
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: distilbert_science_multiple_choice
  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. -->

# distilbert_science_multiple_choice

This model is a fine-tuned version of [irfanamal/distilbert_multiple_choice](https://huggingface.co/irfanamal/distilbert_multiple_choice) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.1067
- Accuracy: 0.6

## 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-06
- 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: 100

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 1.2754        | 1.0   | 12   | 1.1916          | 0.55     |
| 1.142         | 2.0   | 24   | 1.1608          | 0.55     |
| 1.0688        | 3.0   | 36   | 1.1239          | 0.55     |
| 0.9401        | 4.0   | 48   | 1.1163          | 0.55     |
| 0.9029        | 5.0   | 60   | 1.1077          | 0.6      |
| 0.7597        | 6.0   | 72   | 1.0713          | 0.6      |
| 0.7811        | 7.0   | 84   | 1.0723          | 0.6      |
| 0.7215        | 8.0   | 96   | 1.1225          | 0.6      |
| 0.6318        | 9.0   | 108  | 1.1065          | 0.6      |
| 0.6308        | 10.0  | 120  | 1.0958          | 0.6      |
| 0.6369        | 11.0  | 132  | 1.1067          | 0.6      |


### Framework versions

- Transformers 4.31.0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3