electra-base-discriminator_mod_quoref

damapika/electra-base-discriminator_mod_quoref

electra-base-discriminator_mod_quoref is a question answering model from damapika. 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: May 24, 2023
Updated: May 24, 2023
SHA: 2abe38dc

Try a prompt

Datasets

quoref

Model card

From the Hugging Face model README

electra-base-discriminator_mod_quoref

This model is a fine-tuned version of damapika/electra-base-discriminator_squad_mod on the quoref dataset. It achieves the following results on the evaluation set:

Loss: 1.7722

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: 3e-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
1.6037	1.0	1213	1.5460
1.0994	2.0	2426	1.5726
0.8029	3.0	3639	1.7722

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Task: Question Answering
Library: transformers
Type: electra
License: apache-2.0
Created: May 24, 2023
Updated: May 24, 2023