English deberta_mlm_feedback_1024_pipeline pipeline DeBertaEmbeddings from TTian

Description

Pretrained DeBertaEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.deberta_mlm_feedback_1024_pipeline is a English model originally trained by TTian.

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How to use


pipeline = PretrainedPipeline("deberta_mlm_feedback_1024_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("deberta_mlm_feedback_1024_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: deberta_mlm_feedback_1024_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 1.6 GB

References

https://huggingface.co/TTian/deberta-mlm-feedback-1024

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaEmbeddings