Edit on GitHub
  • John Snow Labs
  • Feb 08, 2025

English bertweet_large_epoch6_batch4_lr2e_05_w0_005_pipeline pipeline RoBertaForSequenceClassification from JerryYanJiang

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bertweet_large_epoch6_batch4_lr2e_05_w0_005_pipeline is a English model originally trained by JerryYanJiang.

Predicted Entities

Download Copy S3 URI

How to use

pipeline = PretrainedPipeline("bertweet_large_epoch6_batch4_lr2e_05_w0_005_pipeline", lang = "en")
annotations =  pipeline.transform(df)

val pipeline = new PretrainedPipeline("bertweet_large_epoch6_batch4_lr2e_05_w0_005_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: bertweet_large_epoch6_batch4_lr2e_05_w0_005_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 1.3 GB

References

References

https://huggingface.co/JerryYanJiang/bertweet-large_epoch6_batch4_lr2e-05_w0.005

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification