deberta-base-clickbait-task1-post-para-title

abdulmanaam/deberta-base-clickbait-task1-post-para-title

deberta-base-clickbait-task1-post-para-title is a machine learning model from abdulmanaam. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

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

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Hugging Face

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At a glance

License: mit
Model type: deberta
Access: Public
Created: Aug 2, 2024
Updated: Aug 2, 2024
SHA: 271a12d7

Base models

microsoft/deberta-base

Model card

From the Hugging Face model README

deberta-base-clickbait-task1-post-para-title

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

Loss: 0.7941
Accuracy: 0.7675

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	Accuracy
No log	1.0	200	0.7693	0.65
No log	2.0	400	0.7033	0.7375
0.763	3.0	600	0.6864	0.7475
0.763	4.0	800	0.7415	0.76
0.3299	5.0	1000	0.7941	0.7675

Framework versions

Transformers 4.44.0.dev0
Pytorch 2.4.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: deberta
License: mit
Created: Aug 2, 2024
Updated: Aug 2, 2024