bert-base-uncased-finetuned-cola

chinmayphutela/bert-base-uncased-finetuned-cola

bert-base-uncased-finetuned-cola is a machine learning model from chinmayphutela. 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 apache-2.0.

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

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At a glance

License: apache-2.0
Model type: bert
Access: Public
Created: Aug 11, 2024
Updated: Aug 11, 2024
SHA: b5a9d835

Base models

Model card

From the Hugging Face model README

bert-base-uncased-finetuned-cola

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

Loss: 0.4405
Matthews Correlation: 0.6279

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	Matthews Correlation
0.4849	1.0	535	0.4254	0.5551
0.2923	2.0	1070	0.4405	0.6279
0.1785	3.0	1605	0.6190	0.5956
0.133	4.0	2140	0.8673	0.5701
0.0891	5.0	2675	0.8424	0.5820

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: bert
License: apache-2.0
Created: Aug 11, 2024
Updated: Aug 11, 2024