bert_science_multiple_choice

irfanamal/bert_science_multiple_choice

bert_science_multiple_choice is a multiple choice model from irfanamal. 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: Aug 18, 2023
Updated: Aug 23, 2023
SHA: 09264976

Base models

irfanamal/bert_multiple_choice

Model card

From the Hugging Face model README

bert_science_multiple_choice

This model is a fine-tuned version of irfanamal/bert_multiple_choice on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.3094
Accuracy: 0.45

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-06
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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.3327	1.0	12	1.2548	0.45
1.2466	2.0	24	1.2430	0.45
1.2218	3.0	36	1.2652	0.45
1.074	4.0	48	1.2846	0.45
1.0906	5.0	60	1.2903	0.45
1.0141	6.0	72	1.3058	0.45
0.997	7.0	84	1.3094	0.45

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.13.3

Task: multiple choice
Library: transformers
Type: bert
License: apache-2.0
Created: Aug 18, 2023
Updated: Aug 23, 2023