t5-cola

lightsout19/t5-cola

t5-cola is a text classification model from lightsout19. 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: t5
Access: Public
Created: Oct 31, 2024
Updated: Oct 31, 2024
SHA: 2b251f64

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Base models

Model card

From the Hugging Face model README

t5-cola

This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5231
Matthews Correlation: 0.5130

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: 32
eval_batch_size: 32
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	Matthews Correlation
No log	1.0	268	0.4978	0.4150
0.5175	2.0	536	0.5201	0.4804
0.5175	3.0	804	0.4990	0.5076
0.4097	4.0	1072	0.5153	0.5103
0.4097	5.0	1340	0.5231	0.5130

Framework versions

Transformers 4.45.1
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.20.0

Task: Text Classification
Library: transformers
Type: t5
License: apache-2.0
Created: Oct 31, 2024
Updated: Oct 31, 2024