google-electra-small-generator

Mahmoud8/google-electra-small-generator

google-electra-small-generator is a text classification model from Mahmoud8. 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: electra
Access: Public
Created: Oct 22, 2023
Updated: Oct 22, 2023
SHA: 25ea191d

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Base models

google/electra-small-generator

Model card

From the Hugging Face model README

google-electra-small-generator

This model is a fine-tuned version of google/electra-small-generator on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1473
Accuracy: 0.9565

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: 20

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.3362	1.0	873	0.1886	0.9464
0.1753	2.0	1746	0.1779	0.9516
0.1268	3.0	2619	0.1473	0.9565
0.0967	4.0	3492	0.1506	0.9676
0.0741	5.0	4365	0.1493	0.9708
0.0497	6.0	5238	0.1835	0.9659

Framework versions

Transformers 4.31.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: electra
License: apache-2.0
Created: Oct 22, 2023
Updated: Oct 22, 2023