Description
Pretrained DistilBertForQuestionAnswering, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.squad2_trained_ep4_batch16_finetuned_squad2_emrqa_msquad_pipeline is a English model originally trained by wieheistdu.
How to use
pipeline = PretrainedPipeline("squad2_trained_ep4_batch16_finetuned_squad2_emrqa_msquad_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("squad2_trained_ep4_batch16_finetuned_squad2_emrqa_msquad_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | squad2_trained_ep4_batch16_finetuned_squad2_emrqa_msquad_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 247.3 MB |
References
https://huggingface.co/wieheistdu/squad2-trained-ep4-batch16-finetuned-squad2-emrQA-msquad
Included Models
- MultiDocumentAssembler
- DistilBertForQuestionAnswering