scan-u-doc_bool-answer

roaltopo/scan-u-doc_bool-answer

scan-u-doc_bool-answer is a multiple choice model from roaltopo. 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: Oct 10, 2023
Updated: Oct 11, 2023
SHA: b4251af1

Base models

Spaces

roaltopo/scan-u-doc

Model card

From the Hugging Face model README

yn_answer

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7690
Accuracy: 0.8519

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
0.4858	1.0	631	0.3401	0.8555
0.2667	2.0	1262	0.4624	0.8447
0.1424	3.0	1893	0.7690	0.8519

Framework versions

Transformers 4.34.0
Pytorch 1.13.0a0+git6c9b55e
Datasets 2.14.5
Tokenizers 0.14.1

Task: multiple choice
Library: transformers
Type: bert
License: apache-2.0
Created: Oct 10, 2023
Updated: Oct 11, 2023