SpanishFinetunedtrainepoch1

Suramya/SpanishFinetunedtrainepoch1

SpanishFinetunedtrainepoch1 is a text classification model from Suramya. 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: May 6, 2024
Updated: May 6, 2024
SHA: 2149f1a2

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Base models

somosnlp-hackathon-2022/twitter_sexismo-finetuned-robertuito-exist2021

Model card

From the Hugging Face model README

SpanishFinetunedtrainepoch1

This model is a fine-tuned version of somosnlp-hackathon-2022/twitter_sexismo-finetuned-robertuito-exist2021 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4747
Accuracy: 0.7818
F1: 0.7747

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: 16
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	1.0	390	0.4747	0.7818	0.7747

Framework versions

Transformers 4.40.2
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: roberta
License: apache-2.0
Created: May 6, 2024
Updated: May 6, 2024