lingsoft/nb-bert-ner-no repository overview

⁠ELG API for BERT base fine-tuned for Norwegian NER

ELG compatible⁠ Flask based REST API for the BERT base fine-tuned for Norwegian NER.

⁠Deploying the service

docker run -d -p <port>:8000 --init --memory="2g" --restart always lingsoft/nb-bert-ner-no:<tagname>

⁠Usage

curl -d '{"type":"text","content":"Svein Arne Brygfjeld, Freddy Wetjen, Javier de la Rosa og Per E Kummervold jobber alle ved AILABen til Nasjonalbiblioteket. Nasjonalbiblioteket har lokaler både i Mo i Rana og i Oslo."}' -H "Content-Type: application/json" -X POST http://<host>:<port>/process

⁠Authors

⁠Original authors

The original author of the fine-tuned model is The National Library of Norway / NbAiLab⁠, the model⁠ is published under cc-by-4.0 license.

⁠ELG API integration

The ELG API was developed by Lingsoft⁠ as part of the Connecting Europe Facility (CEF) project Microservices at your service: bridging the gap between NLP research and industry⁠

Source code⁠

⁠License

Apache 2.0