darija_englishV2.1

hananeChab/darija_englishV2.1

darija_englishV2.1 is a machine learning model from hananeChab. 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: marian
Access: Public
Created: Apr 29, 2024
Updated: Apr 29, 2024
SHA: 7aba2134

Base models

Helsinki-NLP/opus-mt-ar-en

Model card

From the Hugging Face model README

darija_englishV2.1

This model is a fine-tuned version of Helsinki-NLP/opus-mt-ar-en on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3635
Bleu: 32.8666
Gen Len: 11.7901

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: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 7
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.641	1.0	1594	1.4631	29.3791	11.6872
1.2871	2.0	3188	1.3761	30.8465	12.0999
1.1067	3.0	4782	1.3503	32.7058	11.6206
0.9456	4.0	6376	1.3462	32.5581	11.8712
0.8611	5.0	7970	1.3497	33.0669	11.7258
0.7806	6.0	9564	1.3601	33.2093	11.7203
0.7293	7.0	11158	1.3635	32.8666	11.7901

Framework versions

Transformers 4.40.1
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: transformers
Type: marian
License: apache-2.0
Created: Apr 29, 2024
Updated: Apr 29, 2024