---
license: apache-2.0
base_model: google/flan-t5-small
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: flan-t5-small
  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

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: 2.8602
- Bleu: 2.1166

## 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: 4
- eval_batch_size: 4
- 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 | Bleu   |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 12.1197       | 1.0   | 50   | 5.2384          | 0.3407 |
| 5.2507        | 2.0   | 100  | 3.9968          | 0.7662 |
| 4.0611        | 3.0   | 150  | 3.5896          | 1.0135 |
| 3.6339        | 4.0   | 200  | 3.3513          | 1.6069 |
| 3.3393        | 5.0   | 250  | 3.1621          | 1.9097 |
| 3.0968        | 6.0   | 300  | 3.0131          | 2.0856 |
| 2.9193        | 7.0   | 350  | 2.9345          | 2.1837 |
| 2.8098        | 8.0   | 400  | 2.8925          | 2.1651 |
| 2.7505        | 9.0   | 450  | 2.8672          | 2.0322 |
| 2.7153        | 10.0  | 500  | 2.8602          | 2.1166 |


### Framework versions

- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2