my_awesome_opus_books_model

andresca94/my_awesome_opus_books_model

my_awesome_opus_books_model is a machine learning model from andresca94. 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. The card lists the license as apache-2.0.

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

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Dec 29, 2022
Updated: Dec 29, 2022
SHA: 5916edc7

Datasets

opus_books

Model card

From the Hugging Face model README

my_awesome_opus_books_model

This model is a fine-tuned version of t5-small on the opus_books dataset. It achieves the following results on the evaluation set:

Loss: 2.4340
Bleu: 0.5036
Gen Len: 18.1951

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: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.7976	1.0	4674	2.4859	0.4505	18.203
2.7472	2.0	9348	2.4340	0.5036	18.1951

Framework versions

Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.13.2

Library: transformers
Type: t5
License: apache-2.0
Created: Dec 29, 2022
Updated: Dec 29, 2022