ClasificadorMotivoMoraDistilEspanol

Arodrigo/ClasificadorMotivoMoraDistilEspanol

ClasificadorMotivoMoraDistilEspanol 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. --

Downloads · 30 days

1% of all-time downloads

All-time downloads

367

Public

Parameters

67.3M

1.6 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors269 MB · 100%

At a glance

Task: Text Classification
Library: transformers
Model type: distilbert
Access: Public
Created: Apr 18, 2024
Updated: May 10, 2024
SHA: fd1403cb

Try a prompt

Base models

dccuchile/distilbert-base-spanish-uncased

Model card

From the Hugging Face model README

ClasificadorMotivoMoraDistilEspanol

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: 2.1390
Accuracy: 0.3156

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
1.293	1.0	240	2.4308	0.1860
1.1898	2.0	480	2.3413	0.2458
1.0891	3.0	720	2.2071	0.3123
1.0254	4.0	960	2.1390	0.3156

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: distilbert
Created: Apr 18, 2024
Updated: May 10, 2024