Description
Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distilbert_cross_segment_document_chunking_pipeline is a English model originally trained by BlueOrangeDigital.
How to use
pipeline = PretrainedPipeline("distilbert_cross_segment_document_chunking_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("distilbert_cross_segment_document_chunking_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | distilbert_cross_segment_document_chunking_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.4.2+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 249.5 MB |
References
https://huggingface.co/BlueOrangeDigital/distilbert-cross-segment-document-chunking
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForSequenceClassification