---
license: apache-2.0
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: flan-t5-small-twitter-sentiment-analysis-zero-shot
  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. -->

# flan-t5-small-twitter-sentiment-analysis-zero-shot

This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co./google/flan-t5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1810
- Accuracy: 0.8484

It achieves the following results on the test set:
- Loss: 0.1899
- Accuracy: 0.8423

## 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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10.0

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
| 0.213         | 1.0   | 1875  | 0.1922          | 0.8268   |
| 0.1963        | 2.0   | 3750  | 0.1863          | 0.8374   |
| 0.188         | 3.0   | 5625  | 0.1817          | 0.8413   |
| 0.1835        | 4.0   | 7500  | 0.1795          | 0.8438   |
| 0.1754        | 5.0   | 9375  | 0.1786          | 0.8459   |
| 0.1715        | 6.0   | 11250 | 0.1806          | 0.8464   |
| 0.1692        | 7.0   | 13125 | 0.1799          | 0.8478   |
| 0.1646        | 8.0   | 15000 | 0.1810          | 0.8484   |
| 0.1664        | 9.0   | 16875 | 0.1810          | 0.8484   |
| 0.1622        | 10.0  | 18750 | 0.1803          | 0.8484   |


### Framework versions

- Transformers 4.27.1
- Pytorch 2.0.1
- Datasets 2.9.0
- Tokenizers 0.13.3