bart-kurd-spell-base-05_10

razhan/bart-kurd-spell-base-05_10

bart-kurd-spell-base-05_10 is a machine learning model from razhan. 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: bart
Access: Public
Created: Sep 8, 2023
Updated: Sep 9, 2023
SHA: 422b466a

Base models

facebook/bart-base

Model card

From the Hugging Face model README

bart-kurd-spell-base

This model is a fine-tuned version of facebook/bart-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1930
Cer: 1.5424
Wer: 8.3088
Gen Len: 12.6945

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-05
train_batch_size: 256
eval_batch_size: 256
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Cer	Wer	Gen Len
0.4548	1.54	20000	0.4117	2.8856	13.6181	12.7807
0.2723	3.07	40000	0.2736	2.1004	10.5883	12.6808
0.2246	4.61	60000	0.2303	1.8035	9.4897	12.7048
0.1812	6.14	80000	0.2122	1.6804	8.9349	12.6937
0.1693	7.68	100000	0.2001	1.589	8.5464	12.7045
0.1498	9.22	120000	0.1942	1.5546	8.3598	12.6935

Framework versions

Transformers 4.34.0.dev0
Pytorch 1.13.1
Datasets 2.14.5
Tokenizers 0.13.3

Library: transformers
Type: bart
License: apache-2.0
Created: Sep 8, 2023
Updated: Sep 9, 2023