roberta-large-finetuned_ADEs_SonatafyAI – AI Model by Sonatafyai | AlphaNeural AI

You can deploy this model and start earning money today!

Sonatafyai/
roberta-large-finetuned_ADEs_SonatafyAI

like

0

token-classification

generated_from_trainer

FacebookAI/roberta-large

autotrain_compatible

endpoints_compatible

Views

No views yet

roberta-large-finetuned_ADEs_SonatafyAI

This model is a fine-tuned version of roberta-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2571
Precision: 0.5269
Recall: 0.6208
F1: 0.5700
Accuracy: 0.8859

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-07
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
0.7192	1.0	640	0.3366	0.4491	0.5202	0.4820	0.8653
0.3549	2.0	1280	0.2814	0.4982	0.6066	0.5471	0.8803
0.3118	3.0	1920	0.2653	0.5178	0.6186	0.5637	0.8831
0.2827	4.0	2560	0.2624	0.5276	0.6372	0.5772	0.8833
0.2741	5.0	3200	0.2571	0.5269	0.6208	0.5700	0.8859

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1