Title: gte-multilingual-reranker-base | LLM EU
Canonical: https://llmeu.com/bg/models/gte-multilingual-reranker-base/
Markdown mirror: https://llmeu.com/bg/models/gte-multilingual-reranker-base.md
Machine-readable: https://llmeu.com/llms.txt (index) - https://llmeu.com/llms-full.txt (full catalogue) - https://llmeu.com/llms-catalogue.json
Provider: Alibaba Qwen
Licence: apache-2.0
Hosting: catalogue only %E2%80%94 not hosted on LLM EU yet
Sources: https://huggingface.co/Alibaba-NLP/gte-multilingual-reranker-base https://arxiv.org/abs/2407.19669

# gte-multilingual-reranker-base

[Alibaba Qwen](/bg/providers/alibaba-qwen/)

%D0%9F%D0%BE%D1%81%D0%BB%D0%B5%D0%B4%D0%BD%D0%B0 %D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D0%BA%D0%B0: 14.10.2026 %D0%B3.

## %D0%A1%D1%83%D0%B2%D0%B5%D1%80%D0%B5%D0%BD%D0%B8%D1%82%D0%B5%D1%82 %D0%B8 %D1%85%D0%BE%D1%81%D1%82%D0%B8%D0%BD%D0%B3

%D0%A2%D0%BE%D0%B7%D0%B8 %D0%BC%D0%BE%D0%B4%D0%B5%D0%BB %D0%B5 %D0%B2%D0%BA%D0%BB%D1%8E%D1%87%D0%B5%D0%BD %D0%B2 %D0%BA%D0%B0%D1%82%D0%B0%D0%BB%D0%BE%D0%B3%D0%B0 %D0%B7%D0%B0 %D1%81%D0%BF%D1%80%D0%B0%D0%B2%D0%BA%D0%B0. %D0%A2%D0%BE%D0%B9 %D0%B2%D1%81%D0%B5 %D0%BE%D1%89%D0%B5 %D0%BD%D0%B5 %D1%81%D0%B5 %D1%85%D0%BE%D1%81%D1%82%D0%B2%D0%B0 %D0%B2 LLM EU %D0%B8 %D0%BD%D0%B8%D1%82%D0%BE %D0%B5%D0%B4%D0%B8%D0%BD %D1%81%D0%BE%D0%B1%D1%81%D1%82%D0%B2%D0%B5%D0%BD endpoint %D0%BD%D0%B5 %D0%B3%D0%BE %D0%BE%D0%B1%D1%81%D0%BB%D1%83%D0%B6%D0%B2%D0%B0 %D1%82%D1%83%D0%BA. %D0%97%D0%B0%D1%8F%D0%B2%D0%BA%D0%B8%D1%82%D0%B5 %D0%BA%D1%8A%D0%BC %D0%BD%D0%B5%D0%B3%D0%BE %D0%BE%D1%82%D0%B8%D0%B2%D0%B0%D1%82 %D0%B4%D0%B8%D1%80%D0%B5%D0%BA%D1%82%D0%BD%D0%BE %D0%BF%D1%80%D0%B8 %D0%B4%D0%BE%D1%81%D1%82%D0%B0%D0%B2%D1%87%D0%B8%D0%BA%D0%B0, %D0%BF%D1%80%D0%B8 %D0%BD%D0%B5%D0%B3%D0%BE%D0%B2%D0%B8%D1%82%D0%B5 %D1%81%D0%BE%D0%B1%D1%81%D1%82%D0%B2%D0%B5%D0%BD%D0%B8 %D1%83%D1%81%D0%BB%D0%BE%D0%B2%D0%B8%D1%8F.

## %D0%9E%D0%B1%D0%BE%D0%B1%D1%89%D0%B5%D0%BD%D0%B8%D0%B5

gte-multilingual-reranker-base %D0%B5 %D0%BA%D1%80%D0%BE%D1%81-%D0%B5%D0%BD%D0%BA%D0%BE%D0%B4%D0%B5%D1%80 %D1%80%D0%B5%D1%80%D0%B0%D0%BD%D0%BA%D0%B5%D1%80 %D0%B7%D0%B0 %D0%BC%D0%BD%D0%BE%D0%B3%D0%BE%D0%B5%D0%B7%D0%B8%D1%87%D0%BD%D0%BE %D0%B8%D0%B7%D0%B2%D0%BB%D0%B8%D1%87%D0%B0%D0%BD%D0%B5, %D1%81 305 %D0%BC%D0%B8%D0%BB%D0%B8%D0%BE%D0%BD%D0%B0 %D0%BF%D0%B0%D1%80%D0%B0%D0%BC%D0%B5%D1%82%D1%80%D0%B8 %D0%B8 %D0%BF%D0%BE%D0%B4%D0%B4%D1%80%D1%8A%D0%B6%D0%BA%D0%B0 %D0%BD%D0%B0 %D0%B2%D1%85%D0%BE%D0%B4%D0%BD%D0%B8 %D0%B4%D0%B0%D0%BD%D0%BD%D0%B8 %D0%B4%D0%BE 8192 %D1%82%D0%BE%D0%BA%D0%B5%D0%BD%D0%B0. %D0%9F%D1%83%D0%B1%D0%BB%D0%B8%D0%BA%D1%83%D0%B2%D0%B0%D0%BD %D0%B5 %D0%BF%D0%BE%D0%B4 Apache-2.0 %D0%B8 %D0%BF%D0%BE%D0%BA%D1%80%D0%B8%D0%B2%D0%B0 75 %D0%B5%D0%B7%D0%B8%D0%BA%D0%B0 %D0%B2 %D0%B4%D0%B5%D0%BA%D0%BB%D0%B0%D1%80%D0%B8%D1%80%D0%B0%D0%BD%D0%B8%D1%8F %D1%81%D0%B8 %D0%B5%D0%B7%D0%B8%D0%BA%D0%BE%D0%B2 %D1%81%D0%BF%D0%B8%D1%81%D1%8A%D0%BA. %D0%92 %D0%BA%D0%BE%D0%BD%D0%B2%D0%B5%D0%B9%D0%B5%D1%80 %D0%B7%D0%B0 %D0%B8%D0%B7%D0%B2%D0%BB%D0%B8%D1%87%D0%B0%D0%BD%D0%B5 %D1%82%D0%BE%D0%B9 %D1%81%D0%B5 %D0%BD%D0%B0%D0%BC%D0%B8%D1%80%D0%B0 %D1%81%D0%BB%D0%B5%D0%B4 %D0%BF%D1%8A%D1%80%D0%B2%D0%BE%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D0%BD%D0%BE %D1%82%D1%8A%D1%80%D1%81%D0%B5%D0%BD%D0%B5 %D0%BD%D0%B0 %D0%B2%D0%B5%D0%BA%D1%82%D0%BE%D1%80%D0%B8, %D0%B0 %D0%BD%D0%B5 %D0%BA%D0%B0%D1%82%D0%BE %D1%81%D0%B0%D0%BC%D0%BE%D1%81%D1%82%D0%BE%D1%8F%D1%82%D0%B5%D0%BB%D0%B5%D0%BD %D0%BC%D0%BE%D0%B4%D0%B5%D0%BB %D0%B7%D0%B0 %D0%B2%D0%B3%D1%80%D0%B0%D0%B6%D0%B4%D0%B0%D0%BD%D0%B5.

## %D0%A1%D0%BF%D0%B5%D1%86%D0%B8%D1%84%D0%B8%D0%BA%D0%B0%D1%86%D0%B8%D0%B8

- %D0%94%D0%BE%D1%81%D1%82%D0%B0%D0%B2%D1%87%D0%B8%D0%BA
  Alibaba Qwen (CN)
- %D0%9F%D1%80%D0%BE%D0%B7%D0%BE%D1%80%D0%B5%D1%86 %D0%BD%D0%B0 %D0%BA%D0%BE%D0%BD%D1%82%D0%B5%D0%BA%D1%81%D1%82%D0%B0
  8.2k
- %D0%9F%D0%B0%D1%80%D0%B0%D0%BC%D0%B5%D1%82%D1%80%D0%B8
  0.31B
- %D0%9C%D0%BE%D0%B4%D0%B0%D0%BB%D0%BD%D0%BE%D1%81%D1%82%D0%B8
  embedding
- %D0%9B%D0%B8%D1%86%D0%B5%D0%BD%D0%B7
  apache-2.0 %C2%B7 [licence](https://www.apache.org/licenses/LICENSE-2.0)
- %D0%9E%D1%82%D0%B2%D0%BE%D1%80%D0%B5%D0%BD%D0%B8 %D1%82%D0%B5%D0%B3%D0%BB%D0%B0
  yes
- %D0%94%D0%B0%D1%82%D0%B0 %D0%BD%D0%B0 %D0%B8%D0%B7%D0%B4%D0%B0%D0%B2%D0%B0%D0%BD%D0%B5
  20.07.2024 %D0%B3.
- %D0%97%D0%B0%D0%B4%D0%B0%D1%87%D0%B8
  [%D0%98%D0%B7%D0%B2%D0%BB%D0%B8%D1%87%D0%B0%D0%BD%D0%B5 (RAG)](/bg/tasks/rag/), [%D0%9C%D0%BD%D0%BE%D0%B3%D0%BE%D0%B5%D0%B7%D0%B8%D1%87%D0%BD%D0%B0 %D0%BF%D0%BE%D0%B4%D0%B4%D1%80%D1%8A%D0%B6%D0%BA%D0%B0](/bg/tasks/multilingual-support/), [%D0%A7%D1%83%D0%B2%D1%81%D1%82%D0%B2%D0%B8%D1%82%D0%B5%D0%BB%D0%BD%D0%B8 %D0%B4%D0%B0%D0%BD%D0%BD%D0%B8](/bg/tasks/private/), [%D0%9D%D0%B8%D1%81%D0%BA%D0%B0 %D1%86%D0%B5%D0%BD%D0%B0](/bg/tasks/cheap/)

## %D0%95%D0%B7%D0%B8%D1%86%D0%B8

**%D0%A1%D0%B8%D0%BB%D0%BD%D0%BE:** en, de, fr, es, it, pt, nl, pl

**%D0%94%D0%BE%D1%81%D1%82%D0%B0%D1%82%D1%8A%D1%87%D0%BD%D0%BE:** ru, uk, ar, zh, ja, ko, hi, tr, sv, da, fi, cs, ro, el

#### %D0%A1%D0%B8%D0%BB%D0%BD%D0%BE

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

#### %D0%94%D0%BE%D1%81%D1%82%D0%B0%D1%82%D1%8A%D1%87%D0%BD%D0%BE

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

%D0%9D%D0%B5%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D0%B5%D0%BD%D0%BE: %D0%B4%D0%BE%D1%81%D1%82%D0%B0%D0%B2%D1%87%D0%B8%D0%BA%D1%8A%D1%82 %D0%BD%D0%B5 %D0%B5 %D0%B4%D0%BE%D0%BA%D1%83%D0%BC%D0%B5%D0%BD%D1%82%D0%B8%D1%80%D0%B0%D0%BB %D1%82%D0%BE%D0%B2%D0%B0 %D1%82%D0%B2%D1%8A%D1%80%D0%B4%D0%B5%D0%BD%D0%B8%D0%B5. %E2%80%94 a language is listed as strong only where a source claims it; the card links the evidence where one exists.

## %D0%9A%D0%BE%D0%B3%D0%B0 %D0%B4%D0%B0 %D1%81%D0%B5 %D0%B8%D0%B7%D0%BF%D0%BE%D0%BB%D0%B7%D0%B2%D0%B0

#### %D0%A1%D0%B8%D0%BB%D0%BD%D0%B8 %D1%81%D1%82%D1%80%D0%B0%D0%BD%D0%B8

- 8192-token input limit, long for a reranker
- 75 declared languages including all large EU languages
- small enough to run next to the embedding model
- Apache-2.0 licence

#### %D0%9E%D0%B3%D1%80%D0%B0%D0%BD%D0%B8%D1%87%D0%B5%D0%BD%D0%B8%D1%8F

- a reranker only: it cannot generate text or embeddings for indexing
- the model card examples truncate inputs at 512 tokens unless configured otherwise
- no evaluation has been run by LLM EU

## %D0%A7%D0%B5%D1%81%D1%82%D0%BE %D0%B7%D0%B0%D0%B4%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8 %D0%B2%D1%8A%D0%BF%D1%80%D0%BE%D1%81%D0%B8

### Is gte-multilingual-reranker-base 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 gte-multilingual-reranker-base released?

gte-multilingual-reranker-base is recorded under apache-2.0. The recorded licence text is https://www.apache.org/licenses/LICENSE-2.0. 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 gte-multilingual-reranker-base, and what context window does it have?

gte-multilingual-reranker-base is recorded at 305,959,681 (safetensors total) (source: https://huggingface.co/api/models/Alibaba-NLP/gte-multilingual-reranker-base), with a context window of 8192 tokens (source: https://huggingface.co/Alibaba-NLP/gte-multilingual-reranker-base).

### %D0%A6%D0%B5%D0%BD%D0%BE%D0%BE%D0%B1%D1%80%D0%B0%D0%B7%D1%83%D0%B2%D0%B0%D0%BD%D0%B5

%D0%A2%D0%BE%D0%B7%D0%B8 %D0%BC%D0%BE%D0%B4%D0%B5%D0%BB %D0%B5 %D0%B2%D0%BA%D0%BB%D1%8E%D1%87%D0%B5%D0%BD %D0%B2 %D0%BA%D0%B0%D1%82%D0%B0%D0%BB%D0%BE%D0%B3%D0%B0 %D0%B7%D0%B0 %D1%81%D0%BF%D1%80%D0%B0%D0%B2%D0%BA%D0%B0. %D0%A2%D0%BE%D0%B9 %D0%B2%D1%81%D0%B5 %D0%BE%D1%89%D0%B5 %D0%BD%D0%B5 %D1%81%D0%B5 %D1%85%D0%BE%D1%81%D1%82%D0%B2%D0%B0 %D0%B2 LLM EU %D0%B8 %D0%BD%D0%B8%D1%82%D0%BE %D0%B5%D0%B4%D0%B8%D0%BD %D1%81%D0%BE%D0%B1%D1%81%D1%82%D0%B2%D0%B5%D0%BD endpoint %D0%BD%D0%B5 %D0%B3%D0%BE %D0%BE%D0%B1%D1%81%D0%BB%D1%83%D0%B6%D0%B2%D0%B0 %D1%82%D1%83%D0%BA. %D0%97%D0%B0%D1%8F%D0%B2%D0%BA%D0%B8%D1%82%D0%B5 %D0%BA%D1%8A%D0%BC %D0%BD%D0%B5%D0%B3%D0%BE %D0%BE%D1%82%D0%B8%D0%B2%D0%B0%D1%82 %D0%B4%D0%B8%D1%80%D0%B5%D0%BA%D1%82%D0%BD%D0%BE %D0%BF%D1%80%D0%B8 %D0%B4%D0%BE%D1%81%D1%82%D0%B0%D0%B2%D1%87%D0%B8%D0%BA%D0%B0, %D0%BF%D1%80%D0%B8 %D0%BD%D0%B5%D0%B3%D0%BE%D0%B2%D0%B8%D1%82%D0%B5 %D1%81%D0%BE%D0%B1%D1%81%D1%82%D0%B2%D0%B5%D0%BD%D0%B8 %D1%83%D1%81%D0%BB%D0%BE%D0%B2%D0%B8%D1%8F.

### %D0%A1%D1%82%D0%B0%D1%82%D1%83%D1%81 %D0%BD%D0%B0 %D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D0%BA%D0%B0

%D0%9A%D0%BE%D0%B3%D0%B0%D1%82%D0%BE %D0%B4%D0%B0%D0%B4%D0%B5%D0%BD%D0%BE %D0%BF%D0%BE%D0%BB%D0%B5 %D0%BD%D1%8F%D0%BC%D0%B0 %D0%B8%D0%B7%D1%82%D0%BE%D1%87%D0%BD%D0%B8%D0%BA, %D0%BA%D0%B0%D1%80%D1%82%D0%B0%D1%82%D0%B0 %D0%B3%D0%BE %D0%BF%D0%BE%D0%BA%D0%B0%D0%B7%D0%B2%D0%B0 %D0%BA%D0%B0%D1%82%D0%BE %D0%BD%D0%B5%D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D0%B5%D0%BD%D0%BE, %D0%B2%D0%BC%D0%B5%D1%81%D1%82%D0%BE %D0%B4%D0%B0 %D0%B3%D0%BE %D0%BF%D0%BE%D0%BF%D1%8A%D0%BB%D0%B2%D0%B0. %D0%9F%D1%80%D0%B0%D0%B7%D0%BD%D0%BE%D1%82%D0%BE %D0%BF%D0%BE%D0%BB%D0%B5 %D0%B5 %D0%B8%D0%BD%D1%84%D0%BE%D1%80%D0%BC%D0%B0%D1%86%D0%B8%D1%8F.

LLM EU Verified %D0%BE%D0%B7%D0%BD%D0%B0%D1%87%D0%B0%D0%B2%D0%B0 %D0%B4%D0%BE%D0%BA%D1%83%D0%BC%D0%B5%D0%BD%D1%82%D0%B8%D1%80%D0%B0%D0%BD%D0%BE, %D0%B0 %D0%BD%D0%B5 %D0%B7%D0%B0%D0%BA%D0%BE%D0%BD%D0%BE%D0%B2%D0%BE %D1%81%D0%B5%D1%80%D1%82%D0%B8%D1%84%D0%B8%D1%86%D0%B8%D1%80%D0%B0%D0%BD%D0%BE. %D0%A2%D0%BE%D0%B2%D0%B0 %D0%BD%D0%B5 %D0%B5 %D0%BE%D1%86%D0%B5%D0%BD%D0%BA%D0%B0 %D0%B7%D0%B0 %D1%81%D1%8A%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%81%D1%82%D0%B2%D0%B8%D0%B5 %D0%BF%D0%BE AI Act %D0%B8 LLM EU %D0%BD%D0%B5 %D0%B5 %D0%BE%D1%80%D0%B3%D0%B0%D0%BD %D0%BD%D0%B0 %D0%95%D0%A1.

### %D0%92%D0%B5%D1%80%D1%81%D0%B8%D0%B8 %D0%B8 %D0%B2%D0%B0%D1%80%D0%B8%D0%B0%D0%BD%D1%82%D0%B8

- catalogue %C2%B7 %D0%A1%D0%B0%D0%BC%D0%BE %D0%B2 %D0%BA%D0%B0%D1%82%D0%B0%D0%BB%D0%BE%D0%B3%D0%B0 %C2%B7 [weights](https://huggingface.co/Alibaba-NLP/gte-multilingual-reranker-base)

### %D0%9F%D1%80%D0%B8%D0%BC%D0%B5%D1%80%D0%BD%D0%B0 %D0%B7%D0%B0%D1%8F%D0%B2%D0%BA%D0%B0

```
curl https://api.llmeu.com/v1/chat/completions \
  -H "Authorization: Bearer $LLMEU_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"gte-multilingual-reranker-base","messages":[{"role":"user","content":"Hello"}]}'
```

%D0%9D%D1%8F%D0%BC%D0%B0 %D0%B2%D0%BD%D0%B5%D0%B4%D1%80%D0%B5%D0%BD playground %D0%B7%D0%B0 %D1%82%D0%BE%D0%B7%D0%B8 %D0%BC%D0%BE%D0%B4%D0%B5%D0%BB: %D0%BD%D1%8F%D0%BC%D0%B0 endpoint, %D0%BA%D0%BE%D0%B9%D1%82%D0%BE %D0%B4%D0%B0 %D0%B3%D0%BE %D0%BE%D0%B1%D1%81%D0%BB%D1%83%D0%B6%D0%B2%D0%B0, %D1%82%D0%B0%D0%BA%D0%B0 %D1%87%D0%B5 %D0%B7%D0%B0%D1%8F%D0%B2%D0%BA%D0%B0%D1%82%D0%B0 %D0%BD%D1%8F%D0%BC%D0%B0 %D0%BA%D1%8A%D0%B4%D0%B5 %D0%B4%D0%B0 %D0%BE%D1%82%D0%B8%D0%B4%D0%B5.

### %D0%91%D0%B5%D0%BD%D1%87%D0%BC%D0%B0%D1%80%D0%BA%D0%BE%D0%B2%D0%B5

%D0%9D%D1%8F%D0%BC%D0%B0 %D0%BF%D1%83%D0%B1%D0%BB%D0%B8%D0%BA%D1%83%D0%B2%D0%B0%D0%BD%D0%B0 %D0%BE%D1%86%D0%B5%D0%BD%D0%BA%D0%B0. %D0%A2%D0%BE%D0%B2%D0%B0 %D0%B5 %D0%BF%D1%80%D0%BE%D0%BF%D1%83%D1%81%D0%BA, %D0%B0 %D0%BD%D0%B5 %D1%81%D0%BA%D1%80%D0%B8%D1%82 %D1%80%D0%B5%D0%B7%D1%83%D0%BB%D1%82%D0%B0%D1%82.

### %D0%98%D0%B7%D1%82%D0%BE%D1%87%D0%BD%D0%B8%D1%86%D0%B8

- [huggingface.co](https://huggingface.co/Alibaba-NLP/gte-multilingual-reranker-base)
- [arxiv.org](https://arxiv.org/abs/2407.19669)

### %D0%98%D1%81%D1%82%D0%BE%D1%80%D0%B8%D1%8F %D0%BD%D0%B0 %D0%BF%D1%80%D0%BE%D0%BC%D0%B5%D0%BD%D0%B8%D1%82%D0%B5 %D0%BD%D0%B0 %D0%BA%D0%B0%D1%80%D1%82%D0%B0%D1%82%D0%B0

- 20.07.2024 %D0%B3. %E2%80%94 %D0%94%D0%B0%D1%82%D0%B0 %D0%BD%D0%B0 %D0%B8%D0%B7%D0%B4%D0%B0%D0%B2%D0%B0%D0%BD%D0%B5
- 14.10.2026 %D0%B3. %E2%80%94 %D0%9F%D0%BE%D1%81%D0%BB%D0%B5%D0%B4%D0%BD%D0%B0 %D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D0%BA%D0%B0

%D0%9F%D0%BE%D1%81%D0%BB%D0%B5%D0%B4%D0%BD%D0%B0 %D0%BF%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D0%BA%D0%B0: 14.10.2026 %D0%B3.

### %D0%97%D0%B0%D0%B4%D0%B0%D1%87%D0%B8

- [%D0%98%D0%B7%D0%B2%D0%BB%D0%B8%D1%87%D0%B0%D0%BD%D0%B5 (RAG)](/bg/tasks/rag/)
- [%D0%A7%D1%83%D0%B2%D1%81%D1%82%D0%B2%D0%B8%D1%82%D0%B5%D0%BB%D0%BD%D0%B8 %D0%B4%D0%B0%D0%BD%D0%BD%D0%B8](/bg/tasks/private/)