# BAAI/bge-small-en-v1.5

Model from Hugging Face for feature extraction: BAAI/bge-small-en-v1.5 · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/BAAI/bge-small-en-v1.5
- Hosting: hosted (6 files)
- Files: 6 hosted of 14 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.
- Repository size (all listed files): 401 MB
- Hosted download size: 134 MB
- Download: https://huggingbay.xyz/artifact/hf-model-baai-bge-small-en-v1-5/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-small-en-v1-5/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-small-en-v1-5/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: 61393640
- Stars: 602
- Card completeness: 93%

## Description

External Hugging Face catalog record for BAAI/bge-small-en-v1.5. Task: feature extraction. Library: sentence transformers. Languages: en. 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: mit
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: en
- Paper ids: 2401.03462, 2312.15503, 2311.13534, 2310.07554, 2309.07597
- Model-index entries: bge-small-en-v1.5
- Evaluation signals: 12 model-card eval results
- File hints: 14 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 73.79104477611939 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 37.21923821573361 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 68.0914945617093 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 92.75377499999999 (Classification)
- MTEB AmazonPolarityClassification: ap = 89.46766124546022 (Classification)
- MTEB AmazonPolarityClassification: f1 = 92.73884001331487 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 46.986 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 46.55936786727896 (Classification)
- MTEB ArguAna: map_at_1 = 35.846000000000004 (Retrieval)
- MTEB ArguAna: map_at_10 = 51.388 (Retrieval)

## Referenced Data

- Paper: 2401.03462
- Paper: 2312.15503
- Paper: 2311.13534
- Paper: 2310.07554
- Paper: 2309.07597

## File Hints

- .gitattributes
- 1_Pooling/config.json
- README.md
- config.json
- config_sentence_transformers.json
- model.safetensors
- modules.json
- onnx/model.onnx
- pytorch_model.bin
- sentence_bert_config.json
- special_tokens_map.json
- tokenizer.json

## 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 2026-07-13T04:56:27.320Z.
- Open license detected as mit.
- Model-index metadata found for bge-small-en-v1.5.
- 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-small-en-v1-5
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-small-en-v1-5/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-small-en-v1-5/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-small-en-v1-5/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-baai-bge-small-en-v1-5
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-small-en-v1-5/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-baai-bge-small-en-v1-5&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-small-en-v1-5/decentralized-fallbacks