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conll2003-bert-ner-lora-merged
starkdv123/conll2003-bert-ner-lora-merged
conll2003-bert-ner-lora-merged is a token classification model from starkdv123. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as apache-2.0.
This repository contains the merged model (LoRA merged into base) trained on CoNLL-2003.
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Sep 22, 2025
- Updated
- Sep 22, 2025
- SHA
- 0e90962e
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Datasets
Model card
From the Hugging Face model README
BERT (base-cased) for CoNLL-2003 NER — LoRA Merged Model
This repository contains the merged model (LoRA merged into base) trained on CoNLL-2003.
📊 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.")
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- Sep 22, 2025
- Updated
- Sep 22, 2025