Description
Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.stsb_all_minilm_l6_v2_rebego_pipeline is a English model originally trained by rebego.
How to use
pipeline = PretrainedPipeline("stsb_all_minilm_l6_v2_rebego_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("stsb_all_minilm_l6_v2_rebego_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | stsb_all_minilm_l6_v2_rebego_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 84.5 MB |
References
https://huggingface.co/rebego/stsb-all-MiniLM-L6-v2
Included Models
- DocumentAssembler
- TokenizerModel
- BertForSequenceClassification