Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
practica2009 – AI Model by JoseVallar01 | AlphaNeural AI
You can deploy this model and start earning money today!
JoseVallar01
/
practica2009
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
practica2009
This model is a fine-tuned version of
distilroberta-base
on the glue dataset. It achieves the following results on the evaluation set:
Loss: 0.5264
Accuracy: 0.8505
F1: 0.8909
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
0.5107
1.09
500
0.4968
0.8333
0.8832
0.3606
2.18
1000
0.5264
0.8505
0.8909
Framework versions
Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
