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  • John Snow Labs
  • Aug 11, 2024

English russian_summarization_lenta_model_mt5_base_7_epochs_1024_pipeline pipeline T5Transformer from i-k-a

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained T5Transformer, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.russian_summarization_lenta_model_mt5_base_7_epochs_1024_pipeline is a English model originally trained by i-k-a.

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How to use


pipeline = PretrainedPipeline("russian_summarization_lenta_model_mt5_base_7_epochs_1024_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("russian_summarization_lenta_model_mt5_base_7_epochs_1024_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: russian_summarization_lenta_model_mt5_base_7_epochs_1024_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 2.3 GB

References

https://huggingface.co/i-k-a/ru_summarization_lenta_model_mt5-base_7_epochs_1024

Included Models

  • DocumentAssembler
  • T5Transformer