en-ru_mtmodel_v1

sophiebui/en-ru_mtmodel_v1

en-ru_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: bc00ff14

Base models

sophiebui/en-ru_mtmodel

Model card

From the Hugging Face model README

en-ru_mtmodel_v1

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

Loss: 0.8443
Bleu: 44.9157
Gen Len: 32.0811

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	226	0.9394	37.9005	31.5405
No log	2.0	452	0.8537	43.6072	32.3514
0.935	3.0	678	0.8400	46.3652	31.8108
0.935	4.0	904	0.8482	44.6002	31.973
0.4432	5.0	1130	0.8443	44.9157	32.0811

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