multilingual-e5-large
Suverenost in gostovanje
Ta model je v katalogu za referenco. Na LLM EU še ni gostovan in nobena lastna končna točka ga tukaj ne streže. Zahteve zanj gredo neposredno k ponudniku, pod lastnimi pogoji tega ponudnika.
Povzetek
multilingual-e5-large is an XLM-RoBERTa-based text embedding model with 560M parameters, published under the MIT licence and covering around 100 languages. The model card uses a maximum sequence length of 512 tokens, which is the effective limit for both indexing and querying. It has no instruction prefix for queries, so documents and queries must be embedded the same way.
Specifikacije
- Ponudnik
- Microsoft (US)
- Kontekstno okno
- 512
- Parametri
- 0.56B
- Modalnosti
- embedding
- Licenca
- mit · licence
- Odprte uteži
- yes
- Datum izdaje
- 30. jun. 2023
- Naloge
- rag, multilingual-support, private, cheap
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
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
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
- MIT licence and roughly 100 languages declared
- runs on CPU for small indexes
- long-established baseline with community tooling
Omejitve
- 512-token input limit
- no instruction-aware query encoding
- no retrieval benchmark has been run by LLM EU