Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
practica2 – AI Model by ArturoGL | AlphaNeural AI
You can deploy this model and start earning money today!
ArturoGL
/
practica2
like
0
transformers
pytorch
tensorboard
roberta
text-classification
generated_from_trainer
glue
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
practica2
This model is a fine-tuned version of
distilroberta-base
on the glue dataset. It achieves the following results on the evaluation set:
Loss: 0.5060
Accuracy: 0.8480
F1: 0.8889
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-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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.5475
1.09
500
0.6785
0.7598
0.8281
0.3811
2.18
1000
0.5060
0.8480
0.8889
Framework versions
Transformers 4.28.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
