spark-name-my-to-en

ihebaker10/spark-name-my-to-en

spark-name-my-to-en is a machine learning model from ihebaker10. 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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At a glance

Library: transformers
License: apache-2.0
Model type: marian
Access: Public
Created: May 8, 2024
Updated: May 8, 2024
SHA: 39cfe869

Base models

Helsinki-NLP/opus-mt-mul-en

Model card

From the Hugging Face model README

spark-name-my-to-en

This model is a fine-tuned version of Helsinki-NLP/opus-mt-mul-en on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2722
Bleu: 78.9463
Gen Len: 9.2495

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.4859	1.0	2900	0.3516	74.284	9.289
0.329	2.0	5800	0.2901	77.9218	9.2517
0.277	3.0	8700	0.2722	78.9463	9.2495

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: marian
License: apache-2.0
Created: May 8, 2024
Updated: May 8, 2024