Description
Pretrained BertEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.arbovirus_bert_base_lr_1e_5_n_5_pipeline is a English model originally trained by mmcleige.
How to use
pipeline = PretrainedPipeline("arbovirus_bert_base_lr_1e_5_n_5_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("arbovirus_bert_base_lr_1e_5_n_5_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | arbovirus_bert_base_lr_1e_5_n_5_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 403.1 MB |
References
https://huggingface.co/mmcleige/arbovirus_bert_base_LR.1e-5_N.5
Included Models
- DocumentAssembler
- TokenizerModel
- BertEmbeddings