English inranker_base_pipeline pipeline T5Transformer from unicamp-dl

Description

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

Download Copy S3 URI

How to use


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


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

Model Information

Model Name: inranker_base_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 982.2 MB

References

https://huggingface.co/unicamp-dl/InRanker-base

Included Models

  • DocumentAssembler
  • T5Transformer