# dragonkue/BGE-m3-ko

Model from Hugging Face for sentence similarity: dragonkue/BGE-m3-ko · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- 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/dragonkue/BGE-m3-ko
- Hosting: hosted (10 files)
- Files: 10 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: at least 10 listed files; full count and size unknown
- Full repo upstream: 2.29 GB
- Download: https://huggingbay.xyz/artifact/hf-model-dragonkue-bge-m3-ko/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-dragonkue-bge-m3-ko/download-plan)
- Per-file SHA-256: available for 9 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-dragonkue-bge-m3-ko/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: 718307
- Stars: 77
- Card completeness: 96%

## Description

External Hugging Face catalog record for dragonkue/BGE-m3-ko. Task: sentence similarity. Library: sentence transformers. Languages: ko, en. Includes 8 model-card evaluation signals. Popularity signal at import: 274,720 downloads and 77 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: ko, en
- Metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10
- Paper ids: 2212.03533, 1908.10084, 2402.03216
- Model-index entries: SentenceTransformer
- Evaluation signals: 8 model-card eval results
- File hints: 11 upstream file samples

## Evaluation Signals

- miracl: Cosine Accuracy@1 = 0.6103286384976526 (Information Retrieval)
- miracl: Cosine Accuracy@3 = 0.8169014084507042 (Information Retrieval)
- miracl: Cosine Accuracy@5 = 0.8732394366197183 (Information Retrieval)
- miracl: Cosine Accuracy@10 = 0.92018779342723 (Information Retrieval)
- miracl: Cosine Precision@1 = 0.6103286384976526 (Information Retrieval)
- miracl: Cosine Precision@3 = 0.378716744913928 (Information Retrieval)
- miracl: Cosine Precision@5 = 0.27605633802816903 (Information Retrieval)
- miracl: Cosine Precision@10 = 0.17276995305164322 (Information Retrieval)

## Referenced Data

- Paper: 2212.03533
- Paper: 1908.10084
- Paper: 2402.03216

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (297 B)
- README.md (31 KB)
- config.json (698 B)
- config_sentence_transformers.json (201 B)
- model.safetensors (2.1 GB) LFS
- modules.json (349 B)
- sentence_bert_config.json (54 B)
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.3 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 2026-07-29T22:22:04.374Z.
- Open license detected as apache-2.0.
- Model-index metadata found for SentenceTransformer.
- 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-dragonkue-bge-m3-ko
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-dragonkue-bge-m3-ko/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-dragonkue-bge-m3-ko/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-dragonkue-bge-m3-ko/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-dragonkue-bge-m3-ko
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-dragonkue-bge-m3-ko/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-dragonkue-bge-m3-ko&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-dragonkue-bge-m3-ko/decentralized-fallbacks