swag-multiple-choice

bkowshik/swag-multiple-choice

swag-multiple-choice is a multiple choice model from bkowshik. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. 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: multiple choice
Library: transformers
License: apache-2.0
Model type: bert
Access: Public
Created: Sep 8, 2023
Updated: Sep 9, 2023
SHA: 2440838c

Base models

Datasets

swag

Model card

From the Hugging Face model README

swag-multiple-choice

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

Loss: 1.0120
Accuracy: 0.7052

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: 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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	157	0.8148	0.6848
No log	2.0	314	0.8738	0.702
No log	3.0	471	1.0120	0.7052

Framework versions

Transformers 4.33.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

Task: multiple choice
Library: transformers
Type: bert
License: apache-2.0
Created: Sep 8, 2023
Updated: Sep 9, 2023