Description
Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.ruroberta_large_rucola_v1_pipeline is a Russian model originally trained by s-nlp.
How to use
pipeline = PretrainedPipeline("ruroberta_large_rucola_v1_pipeline", lang = "ru")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("ruroberta_large_rucola_v1_pipeline", lang = "ru")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | ruroberta_large_rucola_v1_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | ru |
| Size: | 1.3 GB |
References
https://huggingface.co/s-nlp/ruRoberta-large-RuCoLa-v1
Included Models
- DocumentAssembler
- TokenizerModel
- RoBertaForSequenceClassification