English nasa_smd_ibm_distil_v0_1_pipeline pipeline RoBertaEmbeddings from nasa-impact

Description

Pretrained RoBertaEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.nasa_smd_ibm_distil_v0_1_pipeline is a English model originally trained by nasa-impact.

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How to use


pipeline = PretrainedPipeline("nasa_smd_ibm_distil_v0_1_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("nasa_smd_ibm_distil_v0_1_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: nasa_smd_ibm_distil_v0_1_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 114.2 MB

References

https://huggingface.co/nasa-impact/nasa-smd-ibm-distil-v0.1

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaEmbeddings