ru-en_mtmodel_v1

sophiebui/ru-en_mtmodel_v1

ru-en_mtmodel_v1 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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At a glance

Library: transformers
License: mit
Model type: m2m_100
Access: Public
Created: Nov 1, 2024
Updated: Nov 1, 2024
SHA: f5cd8fd8

Base models

sophiebui/ru-en_mtmodel

Model card

From the Hugging Face model README

ru-en_mtmodel_v1

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

Loss: 1.1134
Bleu: 43.1972
Gen Len: 30.6216

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: 8
eval_batch_size: 8
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
No log	1.0	226	1.2067	39.6459	30.2432
No log	2.0	452	1.1232	40.3147	30.8649
1.2106	3.0	678	1.1134	43.1972	30.6216

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.1.0
Tokenizers 0.19.1

Library: transformers
Type: m2m_100
License: mit
Created: Nov 1, 2024
Updated: Nov 1, 2024