Adapter	Entity Type	Precision	Recall	F1
`toponym_lora`	Place names	0.93	0.82	0.87
`person_lora`	People	0.93	0.69	0.80
`organization_lora`	Institutions	0.93	0.46	0.62
`commodity_lora`	Trade goods	0.85	0.80	0.83

Usage

These adapters are used by the EarlyModernNER package:

bash

pip install earlymodernner
python -m earlymodernner --input your_docs/ --output results.jsonl

Adapters are automatically downloaded on first use.

Base Model

All adapters are trained on Qwen/Qwen3-4B-Instruct-2507 using QLoRA (4-bit quantization).

MIT License

Jacob Polay, University of Saskatchewan