finetuned_translation_fa_en

mehdidn/finetuned_translation_fa_en

finetuned_translation_fa_en is a machine learning model from mehdidn. 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 cc-by-nc-sa-4.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: cc-by-nc-sa-4.0
Model type: mt5
Access: Public
Created: Jul 21, 2022
Updated: Jul 24, 2022
SHA: e8198128

Model card

From the Hugging Face model README

finetuned_translation_fa_en

This model is a fine-tuned version of persiannlp/mt5-small-parsinlu-opus-translation_fa_en on the TEP (https://opus.nlpl.eu/TEP.php) dataset. It achieves the following results on the evaluation set:

Loss: 1.4370
Bleu: 24.2331
Gen Len: 11.6467

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

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.6184	1.0	30987	1.4370	24.2331	11.6467

Framework versions

Transformers 4.20.1
Pytorch 1.12.0+cu113
Datasets 2.3.2
Tokenizers 0.12.1

Library: transformers
Type: mt5
License: cc-by-nc-sa-4.0
Created: Jul 21, 2022
Updated: Jul 24, 2022