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Modeli

EmbeddingGemma 300M

Google DeepMind

Samo u katalogu Otvoreni utezi

Posljednji pregled:

Suverenost i hosting

Samo katalog

Ovaj model je u katalogu za referencu. Još nije hostan na LLM EU i nijedan endpoint prvog lica ga ovdje ne poslužuje. Zahtjevi za njega idu izravno pružatelju, pod uvjetima tog pružatelja.

Sažetak

EmbeddingGemma je model za ugradnju teksta s 308M parametara i 768-dimenzionalnim izlazom koji se može skratiti na 512, 256 ili 128 dimenzija putem Matryoshka reprezentacijskog učenja. Kartica modela navodi maksimalnu ulaznu duljinu od 2048 tokena i podatke za obuku na više od 100 govornih jezika. Objavljen je pod Googleovim Gemma uvjetima, a ne pod OSI licencom.

Specifikacije

Pružatelj
Google DeepMind (US)
Kontekstni prozor
2.0k
Parametri
0.3B
Modaliteti
embedding
Licenca
gemma · licence
Otvoreni utezi
yes
Datum izdanja
17. srp 2025.
Zadaci
Dohvaćanje (RAG), Višejezična podrška, Osjetljivi podaci, Niska cijena

Jezici

Jako: en, de, fr, es, it, pt, nl, pl

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

Jako

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

Zadovoljavajuće

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

Nije provjereno: pružatelj nije dokumentirao ovu tvrdnju. — a language is listed as strong only where a source claims it; the card links the evidence where one exists.

Kada ga koristiti

Prednosti

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

Ograničenja

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

Često postavljana pitanja

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).