Description
Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.hausa_sentiment_analysis_pipeline is a Hausa model originally trained by Kumshe.
How to use
pipeline = PretrainedPipeline("hausa_sentiment_analysis_pipeline", lang = "ha")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("hausa_sentiment_analysis_pipeline", lang = "ha")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | hausa_sentiment_analysis_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | ha |
| Size: | 405.9 MB |
References
https://huggingface.co/Kumshe/Hausa-sentiment-analysis
Included Models
- DocumentAssembler
- TokenizerModel
- BertForSequenceClassification