opus-mt-sla-en-finetuned-uk-to-en

stopdoingmath/opus-mt-sla-en-finetuned-uk-to-en

opus-mt-sla-en-finetuned-uk-to-en is a machine learning model from stopdoingmath. 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: Jun 6, 2022
Updated: Jun 6, 2022
SHA: 96fddf47

Datasets

opus100

Model card

From the Hugging Face model README

opus-mt-sla-en-finetuned-uk-to-en

This model is a fine-tuned version of Helsinki-NLP/opus-mt-sla-en on the opus100 dataset. It achieves the following results on the evaluation set:

Loss: 1.7232
Bleu: 27.7684
Gen Len: 12.2485

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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.5284	1.0	62500	1.7232	27.7684	12.2485

Framework versions

Transformers 4.19.2
Pytorch 1.11.0+cu113
Datasets 2.2.2
Tokenizers 0.12.1

Library: transformers
Type: marian
License: apache-2.0
Created: Jun 6, 2022
Updated: Jun 6, 2022