# dengcao/bge-reranker-v2-m3

Model from Hugging Face for text classification: dengcao/bge-reranker-v2-m3 · sentence transformers

## Facts

- Type: LLM
- Task: text-classification
- 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/dengcao/bge-reranker-v2-m3
- Hosting: hosted (7 files)
- Files: 7 hosted of 15 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: 7 files, 2.29 GB
- Full repo upstream: 2.29 GB
- Recommended file: 2.27 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-dengcao-bge-reranker-v2-m3/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-dengcao-bge-reranker-v2-m3/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-dengcao-bge-reranker-v2-m3/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: 315
- Stars: 0
- Card completeness: 92%

## Description

External Hugging Face catalog record for dengcao/bge-reranker-v2-m3. Task: text classification. Library: sentence transformers. Languages: multilingual. Popularity signal at import: 268 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: sentence-transformers
- Task categories: text-classification
- Languages: multilingual
- Paper ids: 2312.15503, 2402.03216
- File hints: 15 upstream file samples

## Referenced Data

- Paper: 2312.15503
- Paper: 2402.03216

## File Hints

- .gitattributes (1.6 KB)
- .msc (933 B)
- .mv (36 B)
- README.md (17 KB)
- assets/BEIR-bge-en-v1.5.png (55 KB)
- assets/BEIR-e5-mistral.png (39 KB)
- assets/CMTEB-retrieval-bge-zh-v1.5.png (50 KB)
- assets/llama-index.png (104 KB) LFS
- assets/miracl-bge-m3.png (51 KB)
- config.json (795 B)
- model.safetensors (2.1 GB) LFS
- sentencepiece.bpe.model (4.8 MB) LFS

## 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-29T23:10:43.080Z.
- Open license detected as apache-2.0.
- 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-dengcao-bge-reranker-v2-m3
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-dengcao-bge-reranker-v2-m3/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-dengcao-bge-reranker-v2-m3/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-dengcao-bge-reranker-v2-m3/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-dengcao-bge-reranker-v2-m3
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-dengcao-bge-reranker-v2-m3/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-dengcao-bge-reranker-v2-m3&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-dengcao-bge-reranker-v2-m3/decentralized-fallbacks