electra-base-emotion-hblast

rizvi-rahil786/electra-base-emotion-hblast

electra-base-emotion-hblast is a text classification model from rizvi-rahil786. 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: Mar 14, 2024
Updated: Mar 14, 2024
SHA: c501bfad

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Base models

bhadresh-savani/electra-base-emotion

Model card

From the Hugging Face model README

electra-base-emotion-hblast

This model is a fine-tuned version of bhadresh-savani/electra-base-emotion on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4258

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: 5e-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
lr_scheduler_warmup_steps: 500
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
0.6886	1.0	3111	0.5698
0.3974	2.0	6222	0.4258

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Task: Text Classification
Library: transformers
Type: electra
License: apache-2.0
Created: Mar 14, 2024
Updated: Mar 14, 2024