my_awesome_opus_books_model

Raif/my_awesome_opus_books_model

my_awesome_opus_books_model is a machine learning model from Raif. 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: m2m_100
Access: Public
Created: Apr 24, 2024
Updated: May 2, 2024
SHA: a45b573a

Model card

From the Hugging Face model README

my_awesome_opus_books_model

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

Loss: 0.1992
Bleu: 28.3023
Gen Len: 19.2462

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.2241	1.0	5000	0.2021	27.6962	19.0758
0.192	2.0	10000	0.2011	27.6422	19.1986
0.1711	3.0	15000	0.2014	27.7687	19.2298
0.1516	4.0	20000	0.1999	28.0588	19.2006
0.1362	5.0	25000	0.1992	28.3023	19.2462

Framework versions

Transformers 4.40.1
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: transformers
Type: m2m_100
Created: Apr 24, 2024
Updated: May 2, 2024