roberta-base-fine-tuned-text-classification-pesos-fixed-2

Sleoruiz/roberta-base-fine-tuned-text-classification-pesos-fixed-2

roberta-base-fine-tuned-text-classification-pesos-fixed-2 is a text classification model from Sleoruiz. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: roberta
Access: Public
Created: Apr 26, 2023
Updated: Apr 26, 2023
SHA: c1b204d2

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Model card

From the Hugging Face model README

roberta-base-fine-tuned-text-classification-pesos-fixed-2

This model is a fine-tuned version of PlanTL-GOB-ES/roberta-base-bne on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0640
F1: 0.5201
Accuracy: 0.3302

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Accuracy
0.0626	1.0	6527	0.0628	0.3484	0.1556
0.0522	2.0	13054	0.0568	0.4758	0.2903
0.0389	3.0	19581	0.0581	0.5229	0.3294
0.0264	4.0	26108	0.0640	0.5201	0.3302

Framework versions

Transformers 4.28.1
Pytorch 1.12.1+cu116
Datasets 2.11.0
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: roberta
License: apache-2.0
Created: Apr 26, 2023
Updated: Apr 26, 2023