English t5_small_finetuned_pubmed_st3rl4nce_pipeline pipeline T5Transformer from st3rl4nce

Description

Pretrained T5Transformer, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.t5_small_finetuned_pubmed_st3rl4nce_pipeline is a English model originally trained by st3rl4nce.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("t5_small_finetuned_pubmed_st3rl4nce_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("t5_small_finetuned_pubmed_st3rl4nce_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: t5_small_finetuned_pubmed_st3rl4nce_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 179.1 MB

References

https://huggingface.co/st3rl4nce/t5-small-finetuned-pubmed

Included Models

  • DocumentAssembler
  • T5Transformer