---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: t5-large-finetuned-English-to-BASH
  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. -->

# t5-large-finetuned-English-to-BASH

This model is a fine-tuned version of [t5-large](https://huggingface.co/t5-large) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6147
- Nl2bash M: 0.776
- Gen Len: 14.4407

## 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: 0.0001
- 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 | Nl2bash M | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:-------:|
| 1.5433        | 1.0   | 561  | 0.9192          | 0.6019    | 13.6592 |
| 0.9018        | 2.0   | 1122 | 0.7196          | 0.6793    | 14.3167 |
| 0.6917        | 3.0   | 1683 | 0.6409          | 0.7169    | 14.3827 |
| 0.5842        | 4.0   | 2244 | 0.6094          | 0.7384    | 14.1775 |
| 0.5013        | 5.0   | 2805 | 0.6041          | 0.7577    | 14.2194 |
| 0.4295        | 6.0   | 3366 | 0.5921          | 0.7632    | 14.4202 |
| 0.3762        | 7.0   | 3927 | 0.5983          | 0.7625    | 14.4853 |
| 0.3366        | 8.0   | 4488 | 0.6032          | 0.7707    | 14.4755 |
| 0.2779        | 9.0   | 5049 | 0.6084          | 0.7725    | 14.3666 |
| 0.2654        | 10.0  | 5610 | 0.6147          | 0.776     | 14.4407 |


### Framework versions

- Transformers 4.27.0.dev0
- Pytorch 1.13.1
- Datasets 2.9.0
- Tokenizers 0.13.2