Description
Pretrained DistilBertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distillbert_fine_tune_ner_task_pipeline is a English model originally trained by mokarakaya.
How to use
pipeline = PretrainedPipeline("distillbert_fine_tune_ner_task_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("distillbert_fine_tune_ner_task_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | distillbert_fine_tune_ner_task_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 247.3 MB |
References
https://huggingface.co/mokarakaya/distillbert-fine-tune-ner-task
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForTokenClassification