translation_ko_en

halee9/translation_ko_en

translation_ko_en 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. --

Downloads · 30 days

1% of all-time downloads

All-time downloads

1.1K

Public

Parameters

77.5M

68.2 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors310 MB · 99%

At a glance

Library: transformers
License: apache-2.0
Model type: marian
Access: Public
Created: Mar 16, 2024
Updated: Mar 17, 2024
SHA: 6a458bf6

Base models

Helsinki-NLP/opus-mt-ko-en

Model card

From the Hugging Face model README

translation_ko_en

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: 1.3551
Bleu: 26.9822
Gen Len: 16.97

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
1.3414	1.0	75000	1.3842	26.4589	16.9755
1.2335	2.0	150000	1.3551	26.9822	16.97

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 17, 2024