Adventurousness_binary – AI Model by ajrayman | AlphaNeural AI

You can deploy this model and start earning money today!

ajrayman/
Adventurousness_binary

like

0

text-classification

generated_from_trainer

FacebookAI/roberta-large

autotrain_compatible

endpoints_compatible

Views

No views yet

Adventurousness_binary

This model is a fine-tuned version of microsoft/deberta-v3-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7178
Accuracy: 0.5928
Precision: 0.5830
Recall: 0.6484
F1: 0.6139
Auc: 0.6292

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: 32
eval_batch_size: 32
seed: 1234
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.06
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1	Auc
No log	1.0	118	0.6945	0.5019	1.0	0.0025	0.0050	0.5951
No log	2.0	236	0.6803	0.5716	0.5506	0.7731	0.6432	0.6181
No log	3.0	354	0.6762	0.5990	0.5814	0.7032	0.6366	0.6337
No log	4.0	472	0.7178	0.5928	0.5830	0.6484	0.6139	0.6292

Framework versions

Transformers 4.44.1
Pytorch 1.11.0
Datasets 2.12.0
Tokenizers 0.19.1