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m2v-embeddinggemma-european
flipbitsnotburgers/m2v-embeddinggemma-european
m2v-embeddinggemma-european is a machine learning model from flipbitsnotburgers. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for model2vec. The card lists the license as other.
A Model2Vec static embedding model distilled from google/embeddinggemma-300m, pruned to European languages only.
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45.5M
91.1 MB on disk
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At a glance
- Library
- model2vec
- License
- other
- Model type
- model2vec
- Access
- Public
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026
- SHA
- 256799e2
Base models
Model card
From the Hugging Face model README
m2v-embeddinggemma-european
A Model2Vec static embedding model distilled from google/embeddinggemma-300m, pruned to European languages only.
What is this?
- Distilled EmbeddingGemma (308M param encoder, based on Gemma 3) into a static token embedding lookup table
- Pruned all non-European script tokens (CJK, Arabic, Hebrew, Thai, Devanagari, Korean, Japanese, etc.)
Stats
| Before pruning | After pruning | |
|---|---|---|
| Vocabulary | 255,732 tokens | 177,926 tokens |
| Model size | ~127 MB | ~87 MB |
| Embedding dim | 256 | 256 |
30.4% of tokens were removed (non-European scripts).
License
Subject to the Gemma Terms of Use.
- Library
- model2vec
- Type
- model2vec
- License
- other
- Languages
- multilingual, de, en, fr, es, pl
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026