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  • John Snow Labs
  • Nov 26, 2022

Spanish Legal Longformer Embeddings (8192 tokens, from mrm8488)

  • longformer
  • es
  • spanish
  • embeddings
  • transformer
  • open_source
  • tensorflow

Description

Pretrained Longformer Embeddings model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP. legal-longformer-base-8192-spanish is a Spanish model originally trained by mrm8488.

Download Copy S3 URI

How to use

 embeddings = LongformerEmbeddings\
    .pretrained("longformer_legal_base_8192","es")\
    .setInputCols(["document", "token"])\
    .setOutputCol("embeddings")


val embeddings = LongformerEmbeddings.pretrained("longformer_legal_base_8192","es")
.setInputCols("document", "token") 
.setOutputCol("embeddings")


import nlu
nlu.load("es.embed.longformer.base_legal").predict("""Put your text here.""")

Model Information

Model Name: longformer_legal_base_8192
Compatibility: Spark NLP 4.2.1+
License: Open Source
Edition: Official
Input Labels: [sentence, token]
Output Labels: [embeddings]
Language: es
Size: 575.8 MB
Case sensitive: true
Max sentence length: 8192

References

https://huggingface.co/mrm8488/legal-longformer-base-8192-spanishT