how to load custom trained ner crf model

[Siddhijain16]

Hii @josejuanmartinez

I trained NER CRF model on my custom data and save the model(model_crf) in my disk. It contain 2 subfolder i)fields/ ii)metadata/. I want to do the predictions but I am facing problem while loading the load. Please share the steps to load the custom trained ner crf model, it would be very helpful.
I tried but nothing work fine to me
Please help

[josejuanmartinez]

Hi @Siddhijain16 I recommend you use the Slack for support, #sparknlp channel. What I see so far is that you are using read, that is a function to read Dataframes. You probably need just NerCrfModel.load.

[Siddhijain16]

thanks @josejuanmartinez for your help .
Sure I will use slack.
Can you please let me know proper inferencing steps for custom trained NER_CRF model. ?
My training and testing results are very good but during inferencing I am getting too much false positive entity,
It would be very helpful if you guide me a little in this situation.