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MarianMT – AI Model by alina1997 | AlphaNeural AI

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alina1997/
MarianMT

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text2text-generation

generated_from_trainer

endpoints_compatible

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model_output_en_de

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

Loss: 1.1298
Bleu: 33.9121
Gen Len: 76.8132

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Framework versions

Transformers 4.13.0.dev0
Pytorch 1.10.0+cu111
Datasets 1.15.1
Tokenizers 0.10.3