tst-pt-gun_gub

tiagoblima/tst-pt-gun_gub

tst-pt-gun_gub is a machine learning model from tiagoblima. 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: marian
Access: Public
Created: Oct 13, 2023
Updated: Oct 13, 2023
SHA: 4592176c

Model card

From the Hugging Face model README

tst-pt-gun_gub

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3706
Bleu: 7.7265
Gen Len: 63.152

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: 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: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.7988	0.29	4000	2.5546	1.9592	58.376
2.3128	0.59	8000	2.1371	4.549	71.704
2.0843	0.88	12000	1.8790	5.7485	68.216
1.8776	1.18	16000	1.7351	6.2145	62.368
1.7898	1.47	20000	1.6494	6.7893	63.232
1.7111	1.77	24000	1.5318	7.4069	61.24
1.5854	2.06	28000	1.4736	8.2822	69.096
1.5539	2.36	32000	1.4256	8.0137	62.704
1.543	2.65	36000	1.3971	8.0144	62.144
1.5118	2.94	40000	1.3706	7.7265	63.152

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Library: transformers
Type: marian
Created: Oct 13, 2023
Updated: Oct 13, 2023