Description
Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.multilingual_distilbert_intent_classification_pipeline is a Multilingual model originally trained by Mukalingam0813.
How to use
pipeline = PretrainedPipeline("multilingual_distilbert_intent_classification_pipeline", lang = "xx")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("multilingual_distilbert_intent_classification_pipeline", lang = "xx")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | multilingual_distilbert_intent_classification_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | xx |
| Size: | 507.6 MB |
References
https://huggingface.co/Mukalingam0813/multilingual-Distilbert-intent-classification
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForSequenceClassification