English nlp_task2_pipeline pipeline BertForSequenceClassification from guna-2222

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.nlp_task2_pipeline is a English model originally trained by guna-2222.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("nlp_task2_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("nlp_task2_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: nlp_task2_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: en
Size: 409.4 MB

References

https://huggingface.co/guna-2222/NLP_task2

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForSequenceClassification