Description
Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.hatebert_hate_offensive_normal_speech_lr_2e_05_pipeline is a English model originally trained by DrishtiSharma.
How to use
pipeline = PretrainedPipeline("hatebert_hate_offensive_normal_speech_lr_2e_05_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("hatebert_hate_offensive_normal_speech_lr_2e_05_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | hatebert_hate_offensive_normal_speech_lr_2e_05_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 408.4 MB |
References
https://huggingface.co/DrishtiSharma/hateBERT-hate-offensive-normal-speech-lr-2e-05
Included Models
- DocumentAssembler
- TokenizerModel
- BertForSequenceClassification