Description
Pretrained DistilBertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distil_bert_pii_model_pipeline is a English model originally trained by Ozgunn.
How to use
pipeline = PretrainedPipeline("distil_bert_pii_model_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("distil_bert_pii_model_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | distil_bert_pii_model_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 243.9 MB |
References
https://huggingface.co/Ozgunn/distil_bert_pii_model
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForTokenClassification