Description
Pretrained MPNetEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.setfit_model_ireland_3labels_balanced_data_pipeline is a English model originally trained by mitra-mir.
How to use
pipeline = PretrainedPipeline("setfit_model_ireland_3labels_balanced_data_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("setfit_model_ireland_3labels_balanced_data_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | setfit_model_ireland_3labels_balanced_data_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 406.8 MB |
References
https://huggingface.co/mitra-mir/setfit-model-Ireland_3labels_balanced_data
Included Models
- DocumentAssembler
- MPNetEmbeddings