xlm-roberta-base_vaxxstance_spanish

nouman-10/xlm-roberta-base_vaxxstance_spanish

xlm-roberta-base_vaxxstance_spanish is a text classification model from nouman-10. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: xlm-roberta
Access: Public
Created: Apr 18, 2023
Updated: Apr 18, 2023
SHA: a0518b4b

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Model card

From the Hugging Face model README

xlm-roberta-base_vaxxstance_spanish

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

Loss: 0.5696
F1: 0.8314

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	F1
No log	1.0	126	0.6786	0.7824
No log	2.0	252	0.5340	0.7925
No log	3.0	378	0.5578	0.7997
0.6182	4.0	504	0.5223	0.8386
0.6182	5.0	630	0.5696	0.8314

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: xlm-roberta
License: mit
Created: Apr 18, 2023
Updated: Apr 18, 2023