no-delete_5e-5_hausa – AI Model by grace-pro | AlphaNeural AI

You can deploy this model and start earning money today!

grace-pro/
no-delete_5e-5_hausa

like

0

token-classification

generated_from_trainer

Davlan/afro-xlmr-base

autotrain_compatible

endpoints_compatible

Views

No views yet

no-delete_5e-5_hausa

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: 0.1716
Precision: 0.4009
Recall: 0.2840
F1: 0.3325
Accuracy: 0.9559

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
0.1421	1.0	1283	0.1347	0.4610	0.1779	0.2567	0.9594
0.1234	2.0	2566	0.1332	0.4847	0.1920	0.2750	0.9603
0.1041	3.0	3849	0.1412	0.4581	0.2305	0.3067	0.9595
0.0822	4.0	5132	0.1562	0.3979	0.2752	0.3253	0.9559
0.0664	5.0	6415	0.1716	0.4009	0.2840	0.3325	0.9559

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.0
Tokenizers 0.13.3