You can deploy this model and start earning money today!

asquevedos/
roberta-academic

Name: roberta-academic
Rating: 2.5 (11 reviews)

generated_from_trainer

dccuchile/bert-base-spanish-wwm-uncased

finetune

autotrain_compatible

endpoints_compatible

Views

No views yet

roberta-academic

This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1070
Accuracy: 0.9692
F1: 0.9687
Precision: 0.9692
Recall: 0.9692

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: 34
eval_batch_size: 34
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	Accuracy	F1	Precision	Recall
0.3143	1.0	10831	0.2892	0.9106	0.9070	0.9137	0.9106
0.2042	2.0	21662	0.1880	0.9388	0.9366	0.9415	0.9388
0.121	3.0	32493	0.1437	0.9552	0.9545	0.9560	0.9552
0.0843	4.0	43324	0.1152	0.9655	0.9651	0.9658	0.9655
0.049	5.0	54155	0.1070	0.9692	0.9687	0.9692	0.9692

Framework versions

Transformers 4.39.3
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

asquevedos/roberta-academic

roberta-academic

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

asquevedos/
roberta-academic