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finetuned_translation_fa_en – AI Model by mehdidn | AlphaNeural AI
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finetuned_translation_fa_en
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transformers
pytorch
tensorboard
mt5
text2text-generation
generated_from_trainer
cc-by-nc-sa-4.0
endpoints_compatible
us
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finetuned_translation_fa_en
This model is a fine-tuned version of
persiannlp/mt5-small-parsinlu-opus-translation_fa_en
on the TEP (
https://opus.nlpl.eu/TEP.php
) dataset. It achieves the following results on the evaluation set:
Loss: 1.4370
Bleu: 24.2331
Gen Len: 11.6467
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: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
1.6184
1.0
30987
1.4370
24.2331
11.6467
Framework versions
Transformers 4.20.1
Pytorch 1.12.0+cu113
Datasets 2.3.2
Tokenizers 0.12.1
