---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: t5-large-t5large-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-t5large-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: 0.6448
- Nl2bash M: 0.7181
- Gen Len: 14.2079

## 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: 4e-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 | Nl2bash M | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:-------:|
| 1.8995        | 1.0   | 561  | 1.1364          | 0.5124    | 13.7261 |
| 1.1669        | 2.0   | 1122 | 0.9093          | 0.5966    | 13.9349 |
| 0.9508        | 3.0   | 1683 | 0.8024          | 0.645     | 13.7716 |
| 0.8426        | 4.0   | 2244 | 0.7366          | 0.6696    | 13.9492 |
| 0.7574        | 5.0   | 2805 | 0.6994          | 0.6888    | 14.099  |
| 0.6884        | 6.0   | 3366 | 0.6756          | 0.6946    | 14.2498 |
| 0.6301        | 7.0   | 3927 | 0.6573          | 0.7101    | 14.3782 |
| 0.6031        | 8.0   | 4488 | 0.6476          | 0.7165    | 14.1793 |
| 0.5536        | 9.0   | 5049 | 0.6465          | 0.7164    | 14.1989 |
| 0.5443        | 10.0  | 5610 | 0.6448          | 0.7181    | 14.2079 |


### Framework versions

- Transformers 4.27.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2