multilingual-e5-large
Suverenost i hosting
Ovaj je model u katalogu za referencu. Još nije hostan na LLM EU i nijedna vlastita krajnja točka ga ovdje ne poslužuje. Zahtjevi za njega idu izravno pružatelju, prema uvjetima tog pružatelja.
Sažetak
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
- Pružatelj
- Microsoft (US)
- Kontekstni prozor
- 512
- Parametri
- 0.56B
- Modaliteti
- embedding
- Licenca
- mit · licence
- Otvoreni utezi
- yes
- Datum izlaska
- 30. lip 2023.
- Zadaci
- rag, multilingual-support, private, cheap
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
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
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
- MIT licence and roughly 100 languages declared
- runs on CPU for small indexes
- long-established baseline with community tooling
Ograničenja
- 512-token input limit
- no instruction-aware query encoding
- no retrieval benchmark has been run by LLM EU