ko_en_translation_9

byc3230/ko_en_translation_9

ko_en_translation_9 is a machine learning model from byc3230. 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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Hugging Face

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At a glance

Library: transformers
License: apache-2.0
Model type: marian
Access: Public
Created: Aug 14, 2023
Updated: Aug 14, 2023
SHA: 522aa084

Model card

From the Hugging Face model README

ko_en_translation_9

This model is a fine-tuned version of inhee/opus-mt-ko-en-finetuned-ko-to-en5 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.8852
Bleu: 45.395
Gen Len: 38.8647

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.2529	1.0	4900	1.0958	40.5188	38.6684
1.0565	2.0	9800	0.9885	42.7968	38.6141
0.9518	3.0	14700	0.9370	43.8495	38.7762
0.8798	4.0	19600	0.9119	44.7342	38.7903
0.8401	5.0	24500	0.8958	45.2518	38.8909
0.8075	6.0	29400	0.8883	45.326	38.8503
0.7934	7.0	34300	0.8852	45.395	38.8647

Framework versions

Transformers 4.30.2
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Library: transformers
Type: marian
License: apache-2.0
Created: Aug 14, 2023
Updated: Aug 14, 2023