osiria/minilm-l6-h384-italian-cross-encoder

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  Cross Encoding
    Model: MiniLM
    Lang: IT
  
 

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Model description

This is a MiniLMv2 [1] model for the Italian language, obtained using mmarco-mMiniLMv2-L6-H384-v1 as a starting point and focusing it on the Italian language by modifying the embedding layer (as in [2], computing document-level frequencies over the Wikipedia dataset)

The resulting model has 23M parameters, a vocabulary of 30.498 tokens, and a size of ~90 MB.

References

[1] https://arxiv.org/abs/2012.15828

[2] https://arxiv.org/abs/2010.05609

License

The model is released under MIT license