dehatebert-mono-spanish-finetuned-sentiments_reviews_politicos

anthonny/dehatebert-mono-spanish-finetuned-sentiments_reviews_politicos

dehatebert-mono-spanish-finetuned-sentiments_reviews_politicos is a text classification model from anthonny. 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: bert
Access: Public
Created: Mar 22, 2022
Updated: Mar 22, 2022
SHA: 1a96a5e2

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Model card

From the Hugging Face model README

robertuito-sentiment-analysis-hate-finetuned-sentiments_reviews_politicos

This model is a fine-tuned version of Hate-speech-CNERG/dehatebert-mono-spanish on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2559
Accuracy: 0.9368

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: 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: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.29	1.0	3595	0.2559	0.9368

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6

Task: Text Classification
Library: transformers
Type: bert
License: apache-2.0
Created: Mar 22, 2022
Updated: Mar 22, 2022