# Alibaba-NLP/gte-multilingual-base

Model from Hugging Face for sentence similarity: Alibaba-NLP/gte-multilingual-base · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/Alibaba-NLP/gte-multilingual-base
- Hosting: unknown (no download location recorded)
- Files: 8 listed, none hosted here
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Total size: 630 MB
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 1214783
- Stars: 379
- Card completeness: 93%

## Description

External Hugging Face catalog record for Alibaba-NLP/gte-multilingual-base. Task: sentence similarity. Library: sentence transformers. Languages: af, ar, az, be, bg, bn, ca, ceb. Includes 12 model-card evaluation signals. Files we host go through mirror review, a safety scan, and get a published SHA-256 before they're listed. Signing is not live yet.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: af, ar, az, be, bg, bn, ca, ceb
- Paper ids: 2407.19669, 2210.09984, 2402.03216, 2007.15207, 2104.08663, 2402.07440
- Model-index entries: gte-multilingual-base (dense)
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB 8TagsClustering: v_measure = 33.66681726329994 (Clustering)
- MTEB AFQMC: cos_sim_spearman = 43.54760696384009 (STS)
- MTEB ATEC: cos_sim_spearman = 48.91186363417501 (STS)
- MTEB AllegroReviews: accuracy = 41.689860834990064 (Classification)
- MTEB AlloProfClusteringP2P: v_measure = 54.20241337977897 (Clustering)
- MTEB AlloProfClusteringS2S: v_measure = 44.34083695608643 (Clustering)
- MTEB AlloprofReranking: map = 64.91495250072002 (Reranking)
- MTEB AlloprofRetrieval: ndcg_at_10 = 53.638 (Retrieval)
- MTEB AmazonCounterfactualClassification (en): accuracy = 75.95522388059702 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 80.717625 (Classification)

## Referenced Data

- Paper: 2407.19669
- Paper: 2210.09984
- Paper: 2402.03216
- Paper: 2007.15207
- Paper: 2104.08663
- Paper: 2402.07440

## File Hints

- .gitattributes
- 1_Pooling/config.json
- README.md
- config.json
- images/mgte-loco.png
- images/mgte-mldr.png
- images/mgte-mteb.png
- images/mgte-reranker.png
- images/mgte-retrieval.png
- model.safetensors
- modules.json
- scripts/gte_embedding.py

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: pending

## Safety Notes

- Reviewed large mirror worker mirrored 10 Hugging Face files by reviewed-large-mirror-worker; 0 medium-risk weight files used explicit admin review.
- External catalog metadata imported from Hugging Face public API on 2026-07-11T16:49:22.989Z.
- Open license detected as apache-2.0.
- Model-index metadata found for gte-multilingual-base (dense).
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-alibaba-nlp-gte-multilingual-base
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-multilingual-base/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-multilingual-base/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-multilingual-base/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-multilingual-base/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-alibaba-nlp-gte-multilingual-base/decentralized-fallbacks