Description
Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.prompt_injection_defender_base_v0_pipeline is a English model originally trained by testsavantai.
How to use
pipeline = PretrainedPipeline("prompt_injection_defender_base_v0_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("prompt_injection_defender_base_v0_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | prompt_injection_defender_base_v0_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 249.5 MB |
References
https://huggingface.co/testsavantai/prompt-injection-defender-base-v0
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForSequenceClassification