t5-small-ENG2BASH-custom-v2

alexsha/t5-small-ENG2BASH-custom-v2

t5-small-ENG2BASH-custom-v2 is a machine learning model from alexsha. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
Model type: t5
Access: Public
Created: Feb 14, 2023
Updated: Feb 14, 2023
SHA: 023923b2

Model card

From the Hugging Face model README

t5-small-ENG2BASH-custom-v2

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2653
Bleu: 76.4656
Gen Len: 16.92

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: 0.0002
train_batch_size: 5
eval_batch_size: 5
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	40	0.3151	69.2544	17.36
No log	2.0	80	0.3087	70.4152	17.08
No log	3.0	120	0.2938	75.3344	16.92
No log	4.0	160	0.2671	74.809	16.92
No log	5.0	200	0.2653	76.4656	16.92

Framework versions

Transformers 4.27.0.dev0
Pytorch 1.13.1
Datasets 2.9.0
Tokenizers 0.13.2

Library: transformers
Type: t5
Created: Feb 14, 2023
Updated: Feb 14, 2023