Description
Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distilbert_fearspeech_classifier_pipeline is a German model originally trained by PatrickSchwabl.
How to use
pipeline = PretrainedPipeline("distilbert_fearspeech_classifier_pipeline", lang = "de")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("distilbert_fearspeech_classifier_pipeline", lang = "de")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | distilbert_fearspeech_classifier_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | de |
| Size: | 252.5 MB |
References
https://huggingface.co/PatrickSchwabl/distilbert_fearspeech_classifier
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForSequenceClassification