Description
Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.stsb_tinybert_l_4_finetuned_auc_151221_top3_pipeline is a English model originally trained by Katsiaryna.
How to use
pipeline = PretrainedPipeline("stsb_tinybert_l_4_finetuned_auc_151221_top3_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("stsb_tinybert_l_4_finetuned_auc_151221_top3_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | stsb_tinybert_l_4_finetuned_auc_151221_top3_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 54.2 MB |
References
https://huggingface.co/Katsiaryna/stsb-TinyBERT-L-4-finetuned_auc_151221-top3
Included Models
- DocumentAssembler
- TokenizerModel
- BertForSequenceClassification