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marian-finetuned-kde4-en-to-zh-tw – AI Model by e1879 | AlphaNeural AI

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e1879/
marian-finetuned-kde4-en-to-zh-tw

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text2text-generation

generated_from_trainer

Helsinki-NLP/opus-mt-en-zh

endpoints_compatible

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marian-finetuned-kde4-en-to-zh-tw

This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-zh on the kde4 dataset. It achieves the following results on the evaluation set:

Loss: 0.9680
Bleu: 40.0658

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: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Framework versions

Transformers 4.42.4
Pytorch 2.0.1+cu117
Datasets 2.15.0
Tokenizers 0.19.1