Title: multilingual-e5-large | LLM EU Canonical: https://llmeu.com/ga/models/multilingual-e5-large/ Markdown mirror: https://llmeu.com/ga/models/multilingual-e5-large.md Machine-readable: https://llmeu.com/llms.txt (index) - https://llmeu.com/llms-full.txt (full catalogue) - https://llmeu.com/llms-catalogue.json Provider: Microsoft Licence: mit Hosting: catalogue only %E2%80%94 not hosted on LLM EU yet Sources: https://huggingface.co/intfloat/multilingual-e5-large https://arxiv.org/abs/2402.05672 # multilingual-e5-large [Microsoft](/ga/providers/microsoft/) Athbhreithni%C3%BA deireanach: 14 DF%C3%B3mh 2026 ## Ceannasacht agus %C3%B3st%C3%A1il T%C3%A1 an tsamhail seo catal%C3%B3gaithe mar thagairt. N%C3%ADl s%C3%AD %C3%A1 h%C3%B3st%C3%A1il ar LLM EU f%C3%B3s, agus n%C3%AD sheirbhe%C3%A1lann aon phointe deiridh c%C3%A9adph%C3%A1irt%C3%AD %C3%AD anseo. T%C3%A9ann iarratais chuici chuig an sol%C3%A1thra%C3%AD go d%C3%ADreach, faoi th%C3%A9arma%C3%AD an tsol%C3%A1thra%C3%AD sin f%C3%A9in. ## Achoimre Is samhail leab%C3%BA t%C3%A9acs bunaithe ar XLM-RoBERTa %C3%A9 multilingual-e5-large le 560M paraim%C3%A9adar, foilsithe faoin gcead%C3%BAnas MIT agus ag cl%C3%BAdach thart ar 100 teanga. %C3%9As%C3%A1ideann an c%C3%A1rta samhail uasfhad seicheamh 512 comhartha, arb %C3%A9 an teorainn %C3%A9ifeachtach %C3%A9 do inn%C3%A9acs%C3%BA agus ceisti%C3%BA araon. N%C3%ADl aon r%C3%A9im%C3%ADr treorach aige le haghaidh ceisteanna, mar sin n%C3%AD m%C3%B3r do dhoicim%C3%A9id agus ceisteanna a bheith leabaithe ar an mbealach c%C3%A9anna. ## Sonra%C3%ADochta%C3%AD - Sol%C3%A1thra%C3%AD Microsoft (US) - Fuinneog comhth%C3%A9acs 512 - Paraim%C3%A9adair 0.56B - M%C3%B3dlachta%C3%AD embedding - Cead%C3%BAnas mit %C2%B7 [licence](https://opensource.org/license/mit) - Me%C3%A1chain oscailte yes - D%C3%A1ta scaoilte 30 Meith 2023 - Tascanna [Aisghabh%C3%A1il (RAG)](/ga/tasks/rag/), [Taca%C3%ADocht ilteangach](/ga/tasks/multilingual-support/), [Sonra%C3%AD %C3%ADogaire](/ga/tasks/private/), [Costas %C3%ADseal](/ga/tasks/cheap/) ## Teangacha **L%C3%A1idir:** en, de, fr, es, it, pt, nl, pl **S%C3%A1s%C3%BAil:** sv, da, fi, cs, ro, el, uk, ru, ar, hi, zh, ja, ko, tr #### L%C3%A1idir - en - de - fr - es - it - pt - nl - pl #### S%C3%A1s%C3%BAil - sv - da - fi - cs - ro - el - uk - ru - ar - hi - zh - ja - ko - tr Gan fh%C3%ADor%C3%BA: n%C3%ADl an t-%C3%A9ileamh seo doicim%C3%A9adaithe ag an sol%C3%A1thra%C3%AD. %E2%80%94 a language is listed as strong only where a source claims it; the card links the evidence where one exists. ## Cathain a %C3%BAs%C3%A1idtear %C3%A9 #### L%C3%A1idreachta%C3%AD - MIT licence and roughly 100 languages declared - runs on CPU for small indexes - long-established baseline with community tooling #### Teorainneacha - 512-token input limit - no instruction-aware query encoding - no retrieval benchmark has been run by LLM EU ## Ceisteanna coitianta ### Is multilingual-e5-large served on LLM EU? It has no endpoint in the catalogue, so it is catalogue only %E2%80%94 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 multilingual-e5-large released? multilingual-e5-large is recorded under mit. The recorded licence text is https://opensource.org/license/mit. 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 multilingual-e5-large, and what context window does it have? multilingual-e5-large is recorded at 560M (safetensors total 559,890,946) (source: https://huggingface.co/api/models/intfloat/multilingual-e5-large), with a context window of 512 tokens (source: https://huggingface.co/intfloat/multilingual-e5-large). ### Praghs%C3%A1il T%C3%A1 an tsamhail seo catal%C3%B3gaithe mar thagairt. N%C3%ADl s%C3%AD %C3%A1 h%C3%B3st%C3%A1il ar LLM EU f%C3%B3s, agus n%C3%AD sheirbhe%C3%A1lann aon phointe deiridh c%C3%A9adph%C3%A1irt%C3%AD %C3%AD anseo. T%C3%A9ann iarratais chuici chuig an sol%C3%A1thra%C3%AD go d%C3%ADreach, faoi th%C3%A9arma%C3%AD an tsol%C3%A1thra%C3%AD sin f%C3%A9in. ### St%C3%A1das f%C3%ADoraithe Nuair nach bhfuil foinse ag r%C3%A9imse, taispe%C3%A1nann an c%C3%A1rta mar rud neamhfh%C3%ADoraithe %C3%A9 seachas %C3%A9 a l%C3%ADonadh isteach. Is faisn%C3%A9is %C3%A9 r%C3%A9imse folamh. Cialla%C3%ADonn LLM EU Verified doicim%C3%A9adaithe, n%C3%AD deimhnithe go dl%C3%ADthi%C3%BAil. N%C3%AD meas%C3%BAn%C3%BA comhr%C3%A9ireachta de chuid an AI Act %C3%A9 agus n%C3%AD comhlacht AE %C3%A9 LLM EU. ### Leaganacha agus malairt%C3%AD - catalogue %C2%B7 Catal%C3%B3g amh%C3%A1in %C2%B7 [weights](https://huggingface.co/intfloat/multilingual-e5-large) ### Iarratas samplach ``` curl https://api.llmeu.com/v1/chat/completions \ -H "Authorization: Bearer $LLMEU_API_KEY" \ -H "Content-Type: application/json" \ -d '{"model":"multilingual-e5-large","messages":[{"role":"user","content":"Hello"}]}' ``` N%C3%ADl aon chluiche%C3%A1ras imscartha don tsamhail seo: n%C3%AD fhreastala%C3%ADonn aon chr%C3%ADochphointe uirthi, mar sin n%C3%AD bheadh aon %C3%A1it le dul ag iarratas. ### Tagarmharcanna N%C3%ADl aon mheast%C3%B3ireacht foilsithe. Is bearna %C3%A9 seo, n%C3%AD toradh ceilte. ### Foins%C3%AD - [huggingface.co](https://huggingface.co/intfloat/multilingual-e5-large) - [arxiv.org](https://arxiv.org/abs/2402.05672) ### Loga athruithe an ch%C3%A1rta - 30 Meith 2023 %E2%80%94 D%C3%A1ta scaoilte - 14 DF%C3%B3mh 2026 %E2%80%94 Athbhreithni%C3%BA deireanach Athbhreithni%C3%BA deireanach: 14 DF%C3%B3mh 2026 ### Tascanna - [Aisghabh%C3%A1il (RAG)](/ga/tasks/rag/) - [Sonra%C3%AD %C3%ADogaire](/ga/tasks/private/)