BERT (base-cased) for CoNLL-2003 NER β€” LoRA Merged Model

This repository contains the merged model (LoRA merged into base) trained on CoNLL-2003.

πŸ“Š Result (this run)

  • Entity Macro F1: 0.9052

Usage

from transformers import pipeline
clf = pipeline("token-classification", model="starkdv123/conll2003-bert-ner-lora-merged", aggregation_strategy="simple")
clf("Chris Hoiles hit his 22nd homer for Baltimore.")
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Dataset used to train starkdv123/conll2003-bert-ner-lora-merged