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README.md

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JSON Mode Case Study and Benchmark

  • conllpp.csv is a version of the CoNLL++ dataset that's been preprocessed to be more suitable for training an LLM on the NER task.
  • benchmark.ipynb is a notebook illustrating how the LLM can be evaluated against test data.
  • The benchmarks directory contains the result of running the LLM over the test dataset with each combination of fine-tuned adapter and JSON schema.