green_as_train_context_roberta-large – AI Model by kghanlon | AlphaNeural AI

You can deploy this model and start earning money today!

kghanlon/
green_as_train_context_roberta-large

like

0

text-classification

generated_from_trainer

FacebookAI/roberta-large

autotrain_compatible

endpoints_compatible

Views

No views yet

green_as_train_context_roberta-large

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

Loss: 0.8427
Accuracy: 0.8885
Recall: 0.5802
F1: 0.6533

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

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Recall	F1
0.1927	1.0	1012	0.3691	0.8916	0.5864	0.6620
0.1417	2.0	2024	0.4204	0.8944	0.6281	0.6829
0.0954	3.0	3036	0.5585	0.8932	0.6111	0.6746
0.0447	4.0	4048	0.7888	0.8890	0.5849	0.6563
0.0217	5.0	5060	0.8427	0.8885	0.5802	0.6533

Framework versions

Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2