Description
Pretrained DistilBertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.pii_model_based_on_distilbert_pipeline is a English model originally trained by ab-ai.
How to use
pipeline = PretrainedPipeline("pii_model_based_on_distilbert_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("pii_model_based_on_distilbert_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | pii_model_based_on_distilbert_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 247.5 MB |
References
https://huggingface.co/ab-ai/pii_model_based_on_distilbert
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForTokenClassification