Description
Pretrained BertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.tinybert_6l_768d_squad1_pipeline is a English model originally trained by sguskin.
How to use
pipeline = PretrainedPipeline("tinybert_6l_768d_squad1_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("tinybert_6l_768d_squad1_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | tinybert_6l_768d_squad1_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 249.0 MB |
References
https://huggingface.co/sguskin/tinybert_6L_768D_squad1
Included Models
- MultiDocumentAssembler
- BertForQuestionAnswering