25 lines
919 B
Bash
25 lines
919 B
Bash
set -e
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OUTDIR=build/train/output
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TRAINDIR=build/train
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# Delete old training results
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rm -r $TRAINDIR
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mkdir -p $TRAINDIR
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mkdir -p $OUTDIR
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mkdir -p dist
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# Delete old training results
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rm -rf $OUTDIR/*
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# Train dependency and POS
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spacy train sk $OUTDIR ./build/input/slovak-treebank ./build/input/ud-artificial-gapping --n-iter 15 -p tagger,parser
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rm -rf $TRAINDIR/posparser
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mv $OUTDIR/model-best $TRAINDIR/posparser
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# Train NER
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# custom script for training, but it takes too long... input is JSONL file (db from Prodigy)
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# python custom_train.py train ./build/train/posparser ./train.jsonl ./eval.jsonl -o ./build/train/nerposparser -n 15
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spacy train sk $TRAINDIR/nerposparser ./ner/experiments/34sknerfull.json ./ner/experiments/34wikiartfull.json --n-iter 15 -p ner
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# Package model
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spacy package $TRAINDIR/nerposparser dist --meta-path ./meta.json --force
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cd dist/sk_sk1-0.2.0
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python ./setup.py sdist --dist-dir ../
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