opus_books_MarianMT

ScatterRaven/opus_books_MarianMT

opus_books_MarianMT is a machine learning model from ScatterRaven. 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 cc-by-4.0.

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

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At a glance

Library: transformers
License: cc-by-4.0
Model type: marian
Access: Public
Created: Aug 12, 2025
Updated: Aug 12, 2025
SHA: 208c564c

Base models

Helsinki-NLP/opus-mt-tc-big-en-ko

Model card

From the Hugging Face model README

opus_books_MarianMT

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

Loss: 4.0953
Bleu: 0.2971
Gen Len: 12.87

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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
4.0041	1.0	500	4.1313	0.1929	13.9675
3.5933	2.0	1000	4.0953	0.2971	12.87

Framework versions

Transformers 4.55.0
Pytorch 2.6.0+cu124
Datasets 4.0.0
Tokenizers 0.21.4

Library: transformers
Type: marian
License: cc-by-4.0
Created: Aug 12, 2025
Updated: Aug 12, 2025