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flipbitsnotburgers/m2v-embeddinggemma-european

sourceHugging Faceotherupdated 5mo agoView on Hugging Face
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m2v-embeddinggemma-european

A Model2Vec static embedding model distilled from google/embeddinggemma-300m, pruned to European languages only.

What is this?

  1. 1.Distilled EmbeddingGemma (308M param encoder, based on Gemma 3) into a static token embedding lookup table
  2. 2.Pruned all non-European script tokens (CJK, Arabic, Hebrew, Thai, Devanagari, Korean, Japanese, etc.)

Stats

Before pruningAfter pruning
Vocabulary255,732 tokens177,926 tokens
Model size~127 MB~87 MB
Embedding dim256256

30.4% of tokens were removed (non-European scripts).

License

Subject to the Gemma Terms of Use.