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