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  • John Snow Labs
  • Mar 28, 2025

English flan_t5_small_clinicalwhole_0_0002_cosine_512_pipeline pipeline T5Transformer from Mattia2700

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained T5Transformer, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.flan_t5_small_clinicalwhole_0_0002_cosine_512_pipeline is a English model originally trained by Mattia2700.

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How to use


pipeline = PretrainedPipeline("flan_t5_small_clinicalwhole_0_0002_cosine_512_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("flan_t5_small_clinicalwhole_0_0002_cosine_512_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: flan_t5_small_clinicalwhole_0_0002_cosine_512_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 178.7 MB

References

https://huggingface.co/Mattia2700/flan-t5-small_ClinicalWhole_0.0002_cosine_512

Included Models

  • DocumentAssembler
  • T5Transformer