English english_model_pipeline pipeline BertEmbeddings from AfnanTS

Description

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

Predicted Entities

Download Copy S3 URI

How to use

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

Model Information

Model Name: english_model_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 1.2 GB

References

References

https://huggingface.co/AfnanTS/ENGLISH-MODEL

Included Models

  • AudioAssembler
  • Wav2Vec2ForCTC