6-12-finetuned-eng-to-para

Tri1/6-12-finetuned-eng-to-para

6-12-finetuned-eng-to-para is a machine learning model from Tri1. 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 27, 2023
Updated: Jun 27, 2023
SHA: 4ae819fe

Model card

From the Hugging Face model README

6-12-finetuned-eng-to-para

This model is a fine-tuned version of Tri1/opus-mt-en-ro-finetuned-eng-to-para-finetuned-eng-to-para on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0434
Bleu: 29.2203
Gen Len: 21.92

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: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.056	1.0	6250	0.0535	26.485	22.08
0.0517	2.0	12500	0.0503	27.7864	21.12
0.0492	3.0	18750	0.0471	29.1077	22.72
0.0471	4.0	25000	0.0454	26.9698	21.28
0.0456	5.0	31250	0.0440	29.1254	22.24
0.0453	6.0	37500	0.0434	29.2203	21.92

Framework versions

Transformers 4.30.1
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Library: transformers
Type: marian
License: apache-2.0
Created: Jun 27, 2023
Updated: Jun 27, 2023