English all_roberta_large_v1_small_talk_5_16_5_pipeline pipeline RoBertaForSequenceClassification from fathyshalab

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.all_roberta_large_v1_small_talk_5_16_5_pipeline is a English model originally trained by fathyshalab.

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How to use


pipeline = PretrainedPipeline("all_roberta_large_v1_small_talk_5_16_5_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("all_roberta_large_v1_small_talk_5_16_5_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: all_roberta_large_v1_small_talk_5_16_5_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 1.3 GB

References

https://huggingface.co/fathyshalab/all-roberta-large-v1-small_talk-5-16-5

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification