roberta_large-chunking_0728_v2 – AI Model by mariolinml | AlphaNeural AI

You can deploy this model and start earning money today!

mariolinml/
roberta_large-chunking_0728_v2

like

0

token-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

roberta_large-chunking_0728_v2

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

Loss: 0.5270
Precision: 0.6228
Recall: 0.6467
F1: 0.6345
Accuracy: 0.8153

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: 1e-05
train_batch_size: 16
eval_batch_size: 16
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	125	0.5667	0.4931	0.5415	0.5162	0.7397
No log	2.0	250	0.4839	0.5484	0.5894	0.5682	0.7874
No log	3.0	375	0.4822	0.5997	0.6341	0.6164	0.8085
0.4673	4.0	500	0.5117	0.6023	0.6373	0.6193	0.8120
0.4673	5.0	625	0.5270	0.6228	0.6467	0.6345	0.8153

Framework versions

Transformers 4.21.0
Pytorch 1.12.0+cu113
Datasets 2.4.0
Tokenizers 0.12.1