distilbert-base-uncased-finetuned-cola

johnny2chiu/distilbert-base-uncased-finetuned-cola

distilbert-base-uncased-finetuned-cola is a machine learning model from johnny2chiu. 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: distilbert
Access: Public
Created: Aug 17, 2024
Updated: Aug 17, 2024
SHA: d7201685

Base models

Model card

From the Hugging Face model README

distilbert-base-uncased-finetuned-cola

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

Loss: 0.6155
Matthews Correlation: 0.5021

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: 9.758828642255709e-05
train_batch_size: 64
eval_batch_size: 16
seed: 40
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
No log	1.0	134	0.4607	0.4637
No log	2.0	268	0.5289	0.4802
No log	3.0	402	0.6155	0.5021

Framework versions

Transformers 4.44.0
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Type: distilbert
License: apache-2.0
Created: Aug 17, 2024
Updated: Aug 17, 2024