ClasificadorCorreoSoporteDistilEspanol

Arodrigo/ClasificadorCorreoSoporteDistilEspanol

ClasificadorCorreoSoporteDistilEspanol is a text classification model from Arodrigo. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: distilbert
Access: Public
Created: Jul 17, 2024
Updated: Jul 17, 2024
SHA: 3c39e1fb

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Base models

dccuchile/distilbert-base-spanish-uncased

Model card

From the Hugging Face model README

ClasificadorCorreoSoporteDistilEspanol

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

Loss: 0.0834
Accuracy: 0.9804

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	Accuracy
No log	1.0	34	0.4592	0.9216
No log	2.0	68	0.1638	0.9902
0.3983	3.0	102	0.1002	0.9804
0.3983	4.0	136	0.0834	0.9804

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: distilbert
Created: Jul 17, 2024
Updated: Jul 17, 2024