# Stffens/bge-small-rrf-v2

Model from Hugging Face for feature extraction: Stffens/bge-small-rrf-v2 · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- 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/Stffens/bge-small-rrf-v2
- Hosting: hosted (7 files)
- Files: 7 hosted of 11 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, 134.2 MB
- Full repo upstream: 135.4 MB
- Recommended file: 134.7 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-stffens-bge-small-rrf-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-stffens-bge-small-rrf-v2/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-stffens-bge-small-rrf-v2/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: 78
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for Stffens/bge-small-rrf-v2. Task: feature extraction. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: BeIR/scifact, BeIR/nfcorpus, BeIR/fiqa. Base model: BAAI/bge-small-en-v1.5. Includes 3 model-card evaluation signals. Popularity signal at import: 78 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Base model: BAAI/bge-small-en-v1.5
- Task categories: feature-extraction
- Languages: en
- Referenced datasets: BeIR/scifact, BeIR/nfcorpus, BeIR/fiqa
- Paper ids: 2604.15484
- Model-index entries: bge-small-rrf-v2
- Evaluation signals: 3 model-card eval results
- File hints: 11 upstream file samples

## Evaluation Signals

- BEIR SciFact: ndcg_at_10 = 0.6945 (Retrieval)
- BEIR NFCorpus: ndcg_at_10 = 0.3949 (Retrieval)
- BEIR SciDocs: ndcg_at_10 = 0.1875 (Retrieval)

## Referenced Data

- Dataset: BeIR/scifact
- Dataset: BeIR/nfcorpus
- Dataset: BeIR/fiqa
- Paper: 2604.15484

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (312 B)
- README.md (6.5 KB)
- config.json (788 B)
- config_sentence_transformers.json (283 B)
- model.onnx (1.2 MB) LFS
- model.safetensors (127 MB) LFS
- modules.json (349 B)
- sentence_bert_config.json (56 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (414 B)

## 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 2026-09-24T22:31:31.807Z.
- Open license detected as apache-2.0.
- Model-index metadata found for bge-small-rrf-v2.
- Model card references dataset context: BeIR/scifact, BeIR/nfcorpus, BeIR/fiqa.
- 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-stffens-bge-small-rrf-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-stffens-bge-small-rrf-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-stffens-bge-small-rrf-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-stffens-bge-small-rrf-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-stffens-bge-small-rrf-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-stffens-bge-small-rrf-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-stffens-bge-small-rrf-v2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-stffens-bge-small-rrf-v2/decentralized-fallbacks