Description
Pretrained DistilBertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.distilbert_base_uncased_finetuned_sst_2_english_07112024t125645_pipeline is a English model originally trained by samaksh-khatri-crest-data.
How to use
pipeline = PretrainedPipeline("distilbert_base_uncased_finetuned_sst_2_english_07112024t125645_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("distilbert_base_uncased_finetuned_sst_2_english_07112024t125645_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | distilbert_base_uncased_finetuned_sst_2_english_07112024t125645_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 249.5 MB |
References
https://huggingface.co/samaksh-khatri-crest-data/distilbert-base-uncased-finetuned-sst-2-english_07112024T125645
Included Models
- DocumentAssembler
- TokenizerModel
- DistilBertForSequenceClassification