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EmbeddingGemma 300M

Google DeepMind

Samo v katalogu Odprte uteži

Nazadnje pregledano:

Suverenost in gostovanje

Samo v katalogu

Ta model je v katalogu za referenco. Na LLM EU še ni gostovan in noben lastni endpoint ga tukaj ne streže. Zahteve zanj gredo neposredno k ponudniku, pod lastnimi pogoji tega ponudnika.

Povzetek

EmbeddingGemma je model za vdelavo besedila s 308M parametri in 768-dimenzionalnim izhodom, ki ga je mogoče skrajšati na 512, 256 ali 128 dimenzij z učenjem Matryoshka reprezentacije. Kartica modela navaja največjo dolžino vnosa 2048 žetonov in podatke za usposabljanje v več kot 100 govorjenih jezikih. Izdan je pod Googlovimi pogoji Gemma in ne pod licenco OSI.

Specifikacije

Ponudnik
Google DeepMind (US)
Kontekstno okno
2.0k
Parametri
0.3B
Modalnosti
embedding
Licenca
gemma · licence
Odprte uteži
yes
Datum izdaje
17. jul. 2025
Naloge
Pridobivanje (RAG), Večjezična podpora, Občutljivi podatki, Nizki stroški

Jeziki

Močno: en, de, fr, es, it, pt, nl, pl

Zadostno: sv, da, fi, cs, ro, el, uk, ru, ar, hi, zh, ja, ko, tr

Močno

  • en
  • de
  • fr
  • es
  • it
  • pt
  • nl
  • pl

Zadostno

  • sv
  • da
  • fi
  • cs
  • ro
  • el
  • uk
  • ru
  • ar
  • hi
  • zh
  • ja
  • ko
  • tr

Ni preverjeno: ponudnik te trditve ni dokumentiral. — a language is listed as strong only where a source claims it; the card links the evidence where one exists.

Kdaj ga uporabiti

Prednosti

  • flexible output dimensions for cheaper vector indexes
  • small enough to embed on CPU
  • training data in over 100 languages

Omejitve

  • 2048-token input limit
  • Gemma terms of use, not an OSI-approved licence
  • no retrieval benchmark has been run by LLM EU

Pogosto zastavljena vprašanja

Is EmbeddingGemma 300M served on LLM EU?

It has no endpoint in the catalogue, so it is catalogue only — not hosted on LLM EU yet, with no region and no retention to report. A card whose status is "listed" is a catalogue entry, not a running deployment.

Under what licence is EmbeddingGemma 300M released?

EmbeddingGemma 300M is recorded under gemma. The recorded licence text is https://ai.google.dev/gemma/terms. The weights are downloadable (open_weights is true). LLM EU republishes the licence id and the link and gives no legal advice; the licence text governs.

How large is EmbeddingGemma 300M, and what context window does it have?

EmbeddingGemma 300M is recorded at 308M (safetensors total 302,863,104) (source: https://huggingface.co/api/models/google/embeddinggemma-300m), with a context window of 2048 tokens (source: https://huggingface.co/google/embeddinggemma-300m).