plt5-base-poquad-qa-v2

clarin-knext/plt5-base-poquad-qa-v2

plt5-base-poquad-qa-v2 is a machine learning model from clarin-knext. Use it for the machine learning 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

Library: transformers
Model type: t5
Access: Public
Created: Jan 21, 2023
Updated: Feb 1, 2023
SHA: 5f213d70

Model card

From the Hugging Face model README

plt5-base-poquad-qa-v2

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5435

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	480	0.7467
1.3112	2.0	960	0.6548
1.0033	3.0	1440	0.6064
0.8897	4.0	1920	0.5882
0.8223	5.0	2400	0.5701
0.7911	6.0	2880	0.5567
0.7651	7.0	3360	0.5514
0.7641	8.0	3840	0.5448
0.7295	9.0	4320	0.5451
0.7304	10.0	4800	0.5435

Framework versions

Transformers 4.25.1
Pytorch 1.13.1+cu116
Datasets 2.8.0
Tokenizers 0.13.2

Library: transformers
Type: t5
Created: Jan 21, 2023
Updated: Feb 1, 2023