Description
Pretrained BertSentenceEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.sent_bertimbau_large_fine_tuned_md_pipeline is a English model originally trained by AVSilva.
How to use
pipeline = PretrainedPipeline("sent_bertimbau_large_fine_tuned_md_pipeline", lang = "en")
annotations =  pipeline.transform(df)   
val pipeline = new PretrainedPipeline("sent_bertimbau_large_fine_tuned_md_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | sent_bertimbau_large_fine_tuned_md_pipeline | 
| Type: | pipeline | 
| Compatibility: | Spark NLP 5.5.0+ | 
| License: | Open Source | 
| Edition: | Official | 
| Language: | en | 
| Size: | 1.2 GB | 
References
https://huggingface.co/AVSilva/bertimbau-large-fine-tuned-md
Included Models
- DocumentAssembler
- TokenizerModel
- SentenceDetectorDLModel
- BertSentenceEmbeddings