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  • John Snow Labs
  • Mar 28, 2025

English tiny_mlm_conll2003_from_scratch_custom_tokenizer_target_conll2003_pipeline pipeline BertForTokenClassification from muhtasham

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.tiny_mlm_conll2003_from_scratch_custom_tokenizer_target_conll2003_pipeline is a English model originally trained by muhtasham.

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How to use


pipeline = PretrainedPipeline("tiny_mlm_conll2003_from_scratch_custom_tokenizer_target_conll2003_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("tiny_mlm_conll2003_from_scratch_custom_tokenizer_target_conll2003_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: tiny_mlm_conll2003_from_scratch_custom_tokenizer_target_conll2003_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 14.1 MB

References

https://huggingface.co/muhtasham/tiny-mlm-conll2003-from-scratch-custom-tokenizer-target-conll2003

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification