longformer_sciq

VuongQuoc/longformer_sciq

longformer_sciq is a multiple choice model from VuongQuoc. 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.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: multiple choice
Library: transformers
Model type: longformer
Access: Public
Created: Aug 29, 2023
Updated: Sep 2, 2023
SHA: 676f5247

Model card

From the Hugging Face model README

longformer_sciq

This model is a fine-tuned version of VuongQuoc/longformer_sciq on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5326

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: 2
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.2
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
1.1931	0.2	20	0.7457
0.7677	0.4	40	0.7063
1.0391	0.6	60	0.6745
1.2915	0.8	80	0.6316
1.1399	1.0	100	0.6652
0.9975	1.2	120	0.6134
0.9232	1.4	140	0.5561
0.8026	1.6	160	0.5422
0.7188	1.8	180	0.5370
0.7272	2.0	200	0.5326

Framework versions

Transformers 4.30.2
Pytorch 2.0.0+cpu
Datasets 2.1.0
Tokenizers 0.13.3

Task: multiple choice
Library: transformers
Type: longformer
Created: Aug 29, 2023
Updated: Sep 2, 2023