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  • John Snow Labs
  • Sep 19, 2024

English roberta_large_lora_2_63m_snli_model3_pipeline pipeline RoBertaForSequenceClassification from varun-v-rao

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.roberta_large_lora_2_63m_snli_model3_pipeline is a English model originally trained by varun-v-rao.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("roberta_large_lora_2_63m_snli_model3_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("roberta_large_lora_2_63m_snli_model3_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: roberta_large_lora_2_63m_snli_model3_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 915.0 MB

References

https://huggingface.co/varun-v-rao/roberta-large-lora-2.63M-snli-model3

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification