Description
Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.fine_tune_roberta_combined_pipeline is a English model originally trained by nouman-10.
How to use
pipeline = PretrainedPipeline("fine_tune_roberta_combined_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("fine_tune_roberta_combined_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | fine_tune_roberta_combined_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 458.1 MB |
References
https://huggingface.co/nouman-10/fine-tune-roberta-combined
Included Models
- DocumentAssembler
- TokenizerModel
- RoBertaForSequenceClassification