BulBERT-ner-bsnlp – AI Model by mor40 | AlphaNeural AI

You can deploy this model and start earning money today!

mor40/
BulBERT-ner-bsnlp

like

0

token-classification

generated_from_trainer

mor40/BulBERT-ner-bsnlp

autotrain_compatible

endpoints_compatible

Views

No views yet

BulBERT-ner-bsnlp

This model is a fine-tuned version of mor40/BulBERT-ner-bsnlp on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1443
Precision: 0.7728
Recall: 0.8862
F1: 0.8257
Accuracy: 0.9726

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: 8
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
No log	1.0	91	0.1395	0.7736	0.8690	0.8185	0.9717
No log	2.0	182	0.1386	0.7466	0.8849	0.8099	0.9705
No log	3.0	273	0.1408	0.7695	0.8782	0.8203	0.9726
No log	4.0	364	0.1426	0.7680	0.8851	0.8224	0.9721
No log	5.0	455	0.1443	0.7728	0.8862	0.8257	0.9726

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1