ru-en_mtmodel

sophiebui/ru-en_mtmodel

ru-en_mtmodel is a machine learning model from sophiebui. 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 mit.

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: mit
Model type: m2m_100
Access: Public
Created: Oct 18, 2024
Updated: Oct 18, 2024
SHA: 687acab7

Base models

facebook/m2m100_418M

Model card

From the Hugging Face model README

ru-en_mtmodel

This model is a fine-tuned version of facebook/m2m100_418M on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2755
Bleu: 70.991
Gen Len: 11.4903

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.3823	1.0	15389	0.3364	66.7745	11.4427
0.2888	2.0	30778	0.2932	69.5309	11.4803
0.2336	3.0	46167	0.2755	70.991	11.4903

Framework versions

Transformers 4.45.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.20.1

Library: transformers
Type: m2m_100
License: mit
Created: Oct 18, 2024
Updated: Oct 18, 2024