my_awesome_swag_model

hypefi/my_awesome_swag_model

my_awesome_swag_model is a multiple choice model from hypefi. 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: Feb 8, 2023
Updated: Feb 8, 2023
SHA: c3d5126e

Datasets

swag

Model card

From the Hugging Face model README

my_awesome_swag_model

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: 1.0107
Accuracy: 0.7899

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
0.7454	1.0	4597	0.6122	0.7662
0.3786	2.0	9194	0.6400	0.7833
0.1338	3.0	13791	1.0107	0.7899

Framework versions

Transformers 4.26.0
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2

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