translation_en_ko

halee9/translation_en_ko

translation_en_ko is a machine learning model from halee9. 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: Mar 16, 2024
Updated: Mar 16, 2024
SHA: 3cd36964

Base models

Helsinki-NLP/opus-mt-ko-en

Model card

From the Hugging Face model README

translation_en_ko

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

Loss: 1.4074
Bleu: 30.5108
Gen Len: 42.414

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: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.5644	1.0	7500	1.4721	29.3866	42.268
1.3933	2.0	15000	1.4074	30.5108	42.414

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: marian
License: apache-2.0
Created: Mar 16, 2024
Updated: Mar 16, 2024