Turkish ner_replica_pipeline pipeline BertForTokenClassification from merve

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.ner_replica_pipeline is a Turkish model originally trained by merve.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("ner_replica_pipeline", lang = "tr")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("ner_replica_pipeline", lang = "tr")
val annotations = pipeline.transform(df)

Model Information

Model Name: ner_replica_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: tr
Size: 412.4 MB

References

https://huggingface.co/merve/ner-replica

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification