koelectra-base-86371428

alphahg/koelectra-base-86371428

koelectra-base-86371428 is a question answering model from alphahg. 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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Hugging Face

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At a glance

Task: Question Answering
Library: transformers
License: apache-2.0
Model type: electra
Access: Public
Created: Jan 9, 2023
Updated: Jan 9, 2023
SHA: abf2aa44

Try a prompt

Datasets

custom_squad_v2

Model card

From the Hugging Face model README

koelectra-base-86371428

This model is a fine-tuned version of monologg/koelectra-base-v3-discriminator on the custom_squad_v2 dataset. It achieves the following results on the evaluation set:

Loss: 1.6169

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: 0.0004
train_batch_size: 128
eval_batch_size: 128
seed: 30
gradient_accumulation_steps: 8
total_train_batch_size: 1024
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.94	10	1.8078
No log	1.94	20	1.6169

Framework versions

Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.13.2

Task: Question Answering
Library: transformers
Type: electra
License: apache-2.0
Created: Jan 9, 2023
Updated: Jan 9, 2023