Central Khmer, Khmer khmer_text_classification_roberta_pipeline pipeline XlmRoBertaForSequenceClassification from seanghay

Description

Pretrained XlmRoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.khmer_text_classification_roberta_pipeline is a Central Khmer, Khmer model originally trained by seanghay.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("khmer_text_classification_roberta_pipeline", lang = "km")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("khmer_text_classification_roberta_pipeline", lang = "km")
val annotations = pipeline.transform(df)

Model Information

Model Name: khmer_text_classification_roberta_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: km
Size: 865.4 MB

References

https://huggingface.co/seanghay/khmer-text-classification-roberta

Included Models

  • DocumentAssembler
  • TokenizerModel
  • XlmRoBertaForSequenceClassification