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Japanese NER with Transformers + PyTorch-Lightning + MLflow Tracking

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kzinmr/transformers_ner_ja

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transformers_ner_ja

Japanese NER with Transformers + PyTorch-Lightning + MLflow Tracking

GPU Training

  • build: docker build -t trf-ner-ja-train .
  • run: docker run --rm --gpus all -v /where/to/workspace:/app/workspace trf-ner-ja-train
    • NOTE: set export GPUS=1 in run_ner.sh

MLflow Tracking

  • build: docker-compose build
  • run: docker-compose up
    • NOTE: check ./workspace/mlruns/0/xxx is created for each runs
    • NOTE: GPU support in docker-compose will be released in 1.28.0: See. docker/compose#7929
  • view: open http://localhost:5000/ in your browser

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Japanese NER with Transformers + PyTorch-Lightning + MLflow Tracking

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