german_to_english

gouravsinha/german_to_english

german_to_english is a machine learning model from gouravsinha. 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: Apr 25, 2024
Updated: Apr 25, 2024
SHA: 22c6e8b2

Base models

Helsinki-NLP/opus-mt-de-en

Model card

From the Hugging Face model README

german_to_english

This model is a fine-tuned version of Helsinki-NLP/opus-mt-de-en on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5712
Bleu: 63.9999
Gen Len: 7.0416

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: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.8374	1.0	385	0.6619	60.2542	7.054
0.4935	2.0	770	0.5712	63.9999	7.0416

Framework versions

Transformers 4.38.2
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: marian
License: apache-2.0
Created: Apr 25, 2024
Updated: Apr 25, 2024