79287327

Date: 2024-12-17 09:42:48
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If you want to best NER model then you can try llama 3.1 8b instruct 4 bit quantise model. I have tried it on various different types of example and in almost every case it was able to identify the Geo spatial entities. And Llama is also a transformer based model. and it is far better then Bert/Roberta based model.

Hugging face model: https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct

Note: Final output can be structured as you need by post processing logic and prompting.

I have tested it on my own deployed model: The image contains LLAMA API call from and its result

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Posted by: XGB