English deberta_v3_base_reward_model_pipeline pipeline DeBertaForSequenceClassification from JustDoItNow

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.deberta_v3_base_reward_model_pipeline is a English model originally trained by JustDoItNow.

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How to use


pipeline = PretrainedPipeline("deberta_v3_base_reward_model_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("deberta_v3_base_reward_model_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: deberta_v3_base_reward_model_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 557.2 MB

References

https://huggingface.co/JustDoItNow/deberta-v3-base-reward-model

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification