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Incremental training for Deep Learning and Wapiti models#971

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kermitt2 merged 7 commits intomasterfrom
incremental-training
Nov 25, 2022
Merged

Incremental training for Deep Learning and Wapiti models#971
kermitt2 merged 7 commits intomasterfrom
incremental-training

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@kermitt2
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@kermitt2 kermitt2 commented Nov 24, 2022

Support incremental training for Deep Learning models.

We simply add -i to the training command, and the training will resume from the existing model instead of starting from scratch with a new model.

> java -Xmx1024m -jar grobid-trainer/build/libs/grobid-trainer-<current version>-onejar.jar 0 <name of the model> -gH grobid-home -i

See kermitt2/delft#147

It does work for CRF Wapiti too.

@kermitt2 kermitt2 changed the title Incremental training for DL models Incremental training for Deep Learning and Wapiti models Nov 24, 2022
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coveralls commented Nov 24, 2022

Coverage Status

Coverage decreased (-0.08%) to 39.586% when pulling fc701f7 on incremental-training into b9d92c6 on master.

@kermitt2 kermitt2 merged commit 2bfadfd into master Nov 25, 2022
@lfoppiano lfoppiano deleted the incremental-training branch March 21, 2026 20:57
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