angela_diacritics_shuffle_eval – AI Model by azhang1212 | AlphaNeural AI

You can deploy this model and start earning money today!

azhang1212/
angela_diacritics_shuffle_eval

like

0

token-classification

generated_from_trainer

Davlan/afro-xlmr-base

autotrain_compatible

endpoints_compatible

Views

No views yet

angela_diacritics_shuffle_eval

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

Loss: 0.3073
Precision: 0.4269
Recall: 0.1883
F1: 0.2613
Accuracy: 0.9206

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: 16
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.2305	1.0	1283	0.2759	0.3933	0.0827	0.1367	0.9186
0.2064	2.0	2566	0.2674	0.4265	0.1068	0.1709	0.9197
0.1856	3.0	3849	0.2924	0.4325	0.1405	0.2121	0.9201
0.1688	4.0	5132	0.2899	0.4235	0.1802	0.2528	0.9201
0.1449	5.0	6415	0.3073	0.4269	0.1883	0.2613	0.9206

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.3
Tokenizers 0.13.3