polish_transliterator

athugodage/polish_transliterator

polish_transliterator is a machine learning model from athugodage. 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: t5
Access: Public
Created: Apr 13, 2023
Updated: Apr 13, 2023
SHA: e95d4e78

Model card

From the Hugging Face model README

polish_transliterator

This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.8067

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: 5e-06
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.1007	1.0	572	1.4199
1.8529	2.0	1144	1.1556
1.5074	3.0	1716	0.9571
1.215	4.0	2288	0.9064
1.105	5.0	2860	0.8728
1.0574	6.0	3432	0.8465
0.8808	7.0	4004	0.8281
0.8468	8.0	4576	0.8177
0.8273	9.0	5148	0.8096
0.8472	10.0	5720	0.8067

Framework versions

Transformers 4.28.0
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 13, 2023
Updated: Apr 13, 2023