# BAAI/bge-base-en

Model from Hugging Face for feature extraction: BAAI/bge-base-en · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: 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-base-en
- Hosting: hosted (18 files)
- Files: 18 hosted of 21 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: at least 18 listed files; full count and size unknown
- Full repo upstream: 1.31 GB
- Download: https://huggingbay.xyz/artifact/hf-model-baai-bge-base-en/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en/download-plan)
- Per-file SHA-256: available for 18 of 18 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en/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: 874883
- Stars: 61
- Card completeness: 96%

## Description

External Hugging Face catalog record for BAAI/bge-base-en. Task: feature extraction. Library: transformers. Languages: en. Includes 12 model-card evaluation signals. Popularity signal at import: 442,233 downloads and 61 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Languages: en
- Paper ids: 2310.07554, 2309.07597
- Model-index entries: bge-base-en
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 75.73134328358209 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 38.97277232632892 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 69.81740361139785 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 92.56522500000001 (Classification)
- MTEB AmazonPolarityClassification: ap = 88.88821771869553 (Classification)
- MTEB AmazonPolarityClassification: f1 = 92.54817512659696 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 46.91 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 46.28536394320311 (Classification)
- MTEB ArguAna: map_at_1 = 38.834 (Retrieval)
- MTEB ArguAna: map_at_10 = 53.564 (Retrieval)

## Referenced Data

- Paper: 2310.07554
- Paper: 2309.07597

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (190 B)
- README.md (88 KB)
- config.json (719 B)
- config_sentence_transformers.json (124 B)
- model.safetensors (418 MB) LFS
- modules.json (349 B)
- onnx/config.json (707 B)
- onnx/model.onnx (416 MB) LFS
- onnx/special_tokens_map.json (695 B)
- onnx/tokenizer.json (695 KB)
- onnx/tokenizer_config.json (1.2 KB)

## 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 2026-07-29T22:21:13.962Z.
- Open license detected as mit.
- Model-index metadata found for bge-base-en.
- 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-base-en
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-baai-bge-base-en
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-baai-bge-base-en&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-baai-bge-base-en/decentralized-fallbacks