Title: multilingual-e5-large | LLM EU
Canonical: https://llmeu.com/et/models/multilingual-e5-large/
Markdown mirror: https://llmeu.com/et/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](/et/providers/microsoft/)

Viimati %C3%BCle vaadatud: 14. okt 2026

## Suver%C3%A4%C3%A4nsus ja majutus

See mudel on kataloogis viitamiseks. Seda ei hostita veel LLM EU-s ja %C3%BCkski esimese osapoole l%C3%B5pp-punkt ei teeninda seda siin. P%C3%A4ringud sellele suunatakse otse pakkujale, vastavalt pakkuja enda tingimustele.

## Kokkuv%C3%B5te

multilingual-e5-large on XLM-RoBERTa-p%C3%B5hine teksti manustamise mudel 560 miljoni parameetriga, avaldatud MIT litsentsi alusel ja h%C3%B5lmab umbes 100 keelt. Mudelikaart kasutab maksimaalset j%C3%A4rjestuse pikkust 512 m%C3%A4rki, mis on efektiivne piir nii indekseerimisel kui ka p%C3%A4ringute tegemisel. Sellel puudub p%C3%A4ringute jaoks instruktsiooniprefiks, seega tuleb dokumendid ja p%C3%A4ringud manustada samamoodi.

## Spetsifikatsioonid

- Pakkuja
  Microsoft (US)
- Konteksti aken
  512
- Parameetrid
  0.56B
- Modaalsused
  embedding
- Litsents
  mit %C2%B7 [licence](https://opensource.org/license/mit)
- Avatud kaalud
  yes
- V%C3%A4ljalaske kuup%C3%A4ev
  30. juuni 2023
- %C3%9Clesanded
  [Otsing (RAG)](/et/tasks/rag/), [Mitmekeelne tugi](/et/tasks/multilingual-support/), [Tundlikud andmed](/et/tasks/private/), [Madal hind](/et/tasks/cheap/)

## Keeled

**Tugev:** en, de, fr, es, it, pt, nl, pl

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

#### Tugev

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

#### Piisav

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

Kinnitamata: pakkuja ei ole seda v%C3%A4idet dokumenteerinud. %E2%80%94 a language is listed as strong only where a source claims it; the card links the evidence where one exists.

## Millal kasutada

#### Tugevused

- MIT licence and roughly 100 languages declared
- runs on CPU for small indexes
- long-established baseline with community tooling

#### Piirangud

- 512-token input limit
- no instruction-aware query encoding
- no retrieval benchmark has been run by LLM EU

## Korduma kippuvad k%C3%BCsimused

### 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).

### Hinnastamine

See mudel on kataloogis viitamiseks. Seda ei hostita veel LLM EU-s ja %C3%BCkski esimese osapoole l%C3%B5pp-punkt ei teeninda seda siin. P%C3%A4ringud sellele suunatakse otse pakkujale, vastavalt pakkuja enda tingimustele.

### Kinnitamise olek

Kui v%C3%A4ljal pole allikat, n%C3%A4itab kaart seda kinnitamata, mitte ei t%C3%A4ida seda. T%C3%BChi v%C3%A4li on informatsioon.

LLM EU Verified t%C3%A4hendab dokumenteeritust, mitte juriidilist sertifitseerimist. See ei ole tehisintellekti m%C3%A4%C3%A4ruse vastavushindamine ja LLM EU ei ole ELi asutus.

### Versioonid ja variandid

- catalogue %C2%B7 Ainult kataloogis %C2%B7 [weights](https://huggingface.co/intfloat/multilingual-e5-large)

### N%C3%A4idisp%C3%A4ring

```
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"}]}'
```

Selle mudeli jaoks pole m%C3%A4nguv%C3%A4ljakut juurutatud: %C3%BCkski l%C3%B5pp-punkt ei teeninda seda, seega p%C3%A4ringul poleks kuhugi minna.

### Benchmarkid

Avaldatud hindamist pole. See on l%C3%BCnk, mitte varjatud tulemus.

### Allikad

- [huggingface.co](https://huggingface.co/intfloat/multilingual-e5-large)
- [arxiv.org](https://arxiv.org/abs/2402.05672)

### Kaardi muudatuste logi

- 30. juuni 2023 %E2%80%94 V%C3%A4ljalaske kuup%C3%A4ev
- 14. okt 2026 %E2%80%94 Viimati %C3%BCle vaadatud

Viimati %C3%BCle vaadatud: 14. okt 2026

### %C3%9Clesanded

- [Otsing (RAG)](/et/tasks/rag/)
- [Tundlikud andmed](/et/tasks/private/)