---
license: apache-2.0
base_model: t5-small
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: mbay_model
  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. -->

# mbay_model

This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 2.0621
- Bleu: 5.0201
- Gen Len: 14.5313

## 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: 2e-05
- 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: 10

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Bleu   | Gen Len |
|:-------------:|:-----:|:-----:|:---------------:|:------:|:-------:|
| 2.56          | 1.0   | 2479  | 2.3016          | 2.673  | 14.9178 |
| 2.4556        | 2.0   | 4958  | 2.2282          | 3.1563 | 15.0853 |
| 2.3879        | 3.0   | 7437  | 2.1786          | 3.5498 | 14.9548 |
| 2.3574        | 4.0   | 9916  | 2.1417          | 4.0704 | 15.0213 |
| 2.3192        | 5.0   | 12395 | 2.1145          | 4.4057 | 15.0418 |
| 2.3068        | 6.0   | 14874 | 2.0944          | 4.5467 | 14.9812 |
| 2.2855        | 7.0   | 17353 | 2.0796          | 4.7223 | 14.7415 |
| 2.2584        | 8.0   | 19832 | 2.0701          | 4.7772 | 14.5867 |
| 2.2302        | 9.0   | 22311 | 2.0637          | 4.9559 | 14.6012 |
| 2.2502        | 10.0  | 24790 | 2.0621          | 5.0201 | 14.5313 |


### Framework versions

- Transformers 4.33.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3