Edit on GitHub
  • John Snow Labs
  • Apr 03, 2025

English trec_clinical_trials_finetune_v1_pipeline pipeline MPNetEmbeddings from martian786

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.trec_clinical_trials_finetune_v1_pipeline is a English model originally trained by martian786.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("trec_clinical_trials_finetune_v1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("trec_clinical_trials_finetune_v1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: trec_clinical_trials_finetune_v1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 407.1 MB

References

https://huggingface.co/martian786/TREC_Clinical_Trials_finetune_V1

Included Models

  • DocumentAssembler
  • MPNetEmbeddings