ar2enCkptfromgendata_01

Shularp/ar2enCkptfromgendata_01

ar2enCkptfromgendata_01 is a translation model from Shularp. Use it when you need text moved from one language to another. It is set up for transformers.

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

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At a glance

Task: Translation
Library: transformers
Model type: marian
Access: Public
Created: Jun 10, 2023
Updated: Jun 10, 2023
SHA: f7d90f1b

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Model card

From the Hugging Face model README

ar2enCkptfromgendata_01

This model is a fine-tuned version of Botnoi/ckpt_marian_mt_ar_en_health on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6115
Bleu: 59.8404

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
0.8149	1.0	151	0.6818	55.1419
0.5402	2.0	302	0.6288	57.8755
0.4761	3.0	453	0.6098	58.7418
0.3477	4.0	604	0.6056	59.0117
0.3204	5.0	755	0.6039	59.7086
0.262	6.0	906	0.6030	59.5996
0.2531	7.0	1057	0.6072	59.4558
0.223	8.0	1208	0.6091	59.8874
0.2101	9.0	1359	0.6108	59.7567
0.2044	10.0	1510	0.6115	59.8404

Framework versions

Transformers 4.30.1
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Translation
Library: transformers
Type: marian
Created: Jun 10, 2023
Updated: Jun 10, 2023