English flan_t5_large_pubmed_qa_pqa_artificial_pipeline pipeline T5Transformer from atrost

Description

Pretrained T5Transformer, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.flan_t5_large_pubmed_qa_pqa_artificial_pipeline is a English model originally trained by atrost.

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How to use


pipeline = PretrainedPipeline("flan_t5_large_pubmed_qa_pqa_artificial_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("flan_t5_large_pubmed_qa_pqa_artificial_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: flan_t5_large_pubmed_qa_pqa_artificial_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 3.1 GB

References

https://huggingface.co/atrost/flan-t5-large-pubmed_qa-pqa_artificial

Included Models

  • DocumentAssembler
  • T5Transformer