electra-small-discriminator-finetuned-squad

hankzhong/electra-small-discriminator-finetuned-squad

electra-small-discriminator-finetuned-squad is a question answering model from hankzhong. Use it when the input is a question plus a passage. 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: Question Answering
Library: transformers
License: apache-2.0
Model type: electra
Access: Public
Created: Mar 2, 2022
Updated: Dec 1, 2021
SHA: bbfd36a4

Try a prompt

Datasets

squad

Model card

From the Hugging Face model README

electra-small-discriminator-finetuned-squad

This model is a fine-tuned version of google/electra-small-discriminator on the squad dataset. It achieves the following results on the evaluation set:

Loss: 1.2174

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: 2e-05
train_batch_size: 32
eval_batch_size: 32
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
1.5751	1.0	2767	1.3952
1.2939	2.0	5534	1.2458
1.1866	3.0	8301	1.2174

Framework versions

Transformers 4.12.5
Pytorch 1.10.0+cu111
Datasets 1.16.1
Tokenizers 0.10.3

Task: Question Answering
Library: transformers
Type: electra
License: apache-2.0
Created: Mar 2, 2022
Updated: Dec 1, 2021