distilbert_science_multiple_choice

irfanamal/distilbert_science_multiple_choice

distilbert_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: distilbert
Access: Public
Created: Aug 18, 2023
Updated: Aug 23, 2023
SHA: 428ef30e

Base models

irfanamal/distilbert_multiple_choice

Model card

From the Hugging Face model README

distilbert_science_multiple_choice

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

Loss: 1.2270
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
1.2942	1.0	12	1.2255	0.5
1.2394	2.0	24	1.2289	0.5
1.2116	3.0	36	1.2436	0.5
1.0957	4.0	48	1.2457	0.5
1.0705	5.0	60	1.2316	0.45
0.993	6.0	72	1.2270	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: distilbert
License: apache-2.0
Created: Aug 18, 2023
Updated: Aug 23, 2023