Description
Pretrained DistilBertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.tiny_distilbert_base_cased_distilled_squad_pipeline is a English model originally trained by sshleifer.
How to use
pipeline = PretrainedPipeline("tiny_distilbert_base_cased_distilled_squad_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("tiny_distilbert_base_cased_distilled_squad_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | tiny_distilbert_base_cased_distilled_squad_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 537.0 KB |
References
https://huggingface.co/sshleifer/tiny-distilbert-base-cased-distilled-squad
Included Models
- MultiDocumentAssembler
- DistilBertForQuestionAnswering