# BAAI/bge-multilingual-gemma2

Model from Hugging Face for feature extraction: BAAI/bge-multilingual-gemma2 · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: sentence-transformers
- License: gemma — Commercial use is permitted with obligations: Gemma terms: commercial use allowed subject to Google's prohibited-use policy.
- Source: https://huggingface.co/BAAI/bge-multilingual-gemma2
- Hosting: hosted (13 files)
- Files: 13 hosted of 25 listed
- 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.
- Hosted here: 13 files, 37 GB
- Full repo upstream: 37 GB
- Recommended file: 37 GB (4 files)
- Download: https://huggingbay.xyz/artifact/hf-model-baai-bge-multilingual-gemma2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-multilingual-gemma2/download-plan)
- Per-file SHA-256: available for 13 of 13 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-multilingual-gemma2/files?limit=100
- 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: 277660
- Stars: 203
- Card completeness: 94%

## Description

External Hugging Face catalog record for BAAI/bge-multilingual-gemma2. Task: feature extraction. Library: sentence transformers. Includes 12 model-card evaluation signals. Popularity signal at import: 277,660 downloads and 203 likes.

## Model Card Facts

- Declared license: gemma
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Paper ids: 2402.03216, 2309.07597
- Model-index entries: bge-multilingual-gemma2
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB NFCorpus: main_score = 38.11433513284057 (Retrieval)
- MTEB NFCorpus: ndcg_at_1 = 48.45201238390093 (Retrieval)
- MTEB NFCorpus: ndcg_at_3 = 44.451438575534574 (Retrieval)
- MTEB NFCorpus: ndcg_at_5 = 41.13929990797894 (Retrieval)
- MTEB NFCorpus: ndcg_at_10 = 38.11433513284057 (Retrieval)
- MTEB NFCorpus: ndcg_at_100 = 35.36065387898559 (Retrieval)
- MTEB NFCorpus: ndcg_at_1000 = 44.01125752781003 (Retrieval)
- MTEB NFCorpus: map_at_1 = 5.638004398054564 (Retrieval)
- MTEB MSMARCO: main_score = 45.70688915742828 (Retrieval)
- MTEB MSMARCO: ndcg_at_1 = 26.002865329512893 (Retrieval)

## Referenced Data

- Paper: 2402.03216
- Paper: 2309.07597

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (297 B)
- README.md (259 KB)
- added_tokens.json (48 B)
- config.json (897 B)
- config_sentence_transformers.json (329 B)
- imgs/AIR-Bench_Long-Doc_en.png (39 KB)
- imgs/AIR-Bench_QA_en_zh.png (42 KB)
- imgs/BEIR.png (88 KB)
- imgs/C-MTEB.png (35 KB)
- imgs/MIRACL_ndcg@10.png (53 KB)
- imgs/MIRACL_recall@100.png (49 KB)

## Quality Checklist

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

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-20T22:04:28.902Z.
- Upstream license: gemma. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for bge-multilingual-gemma2.
- 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-baai-bge-multilingual-gemma2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-multilingual-gemma2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-multilingual-gemma2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-multilingual-gemma2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-baai-bge-multilingual-gemma2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-multilingual-gemma2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-baai-bge-multilingual-gemma2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-multilingual-gemma2/decentralized-fallbacks