Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.rubert_base_massive_ner_pipeline is a Russian model originally trained by 0x7o.
How to use
pipeline = PretrainedPipeline("rubert_base_massive_ner_pipeline", lang = "ru")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("rubert_base_massive_ner_pipeline", lang = "ru")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | rubert_base_massive_ner_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | ru |
| Size: | 664.6 MB |
References
https://huggingface.co/0x7o/rubert-base-massive-ner
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification