Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.marathi_mixed_ner_iob_pipeline is a Marathi model originally trained by l3cube-pune.
How to use
pipeline = PretrainedPipeline("marathi_mixed_ner_iob_pipeline", lang = "mr")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("marathi_mixed_ner_iob_pipeline", lang = "mr")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | marathi_mixed_ner_iob_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | mr |
| Size: | 890.7 MB |
References
https://huggingface.co/l3cube-pune/marathi-mixed-ner-iob
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification