# IoannisKat1/bge-m3-matryoshka

Model from Hugging Face for sentence similarity: IoannisKat1/bge-m3-matryoshka · 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/IoannisKat1/bge-m3-matryoshka
- Hosting: hosted (7 files)
- Files: 7 hosted of 10 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-ioanniskat1-bge-m3-matryoshka/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-bge-m3-matryoshka/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-bge-m3-matryoshka/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: 89
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for IoannisKat1/bge-m3-matryoshka. Task: sentence similarity. Library: sentence transformers. Languages: en. Base model: BAAI/bge-m3. Includes 12 model-card evaluation signals. Popularity signal at import: 89 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: BAAI/bge-m3
- Task categories: sentence-similarity
- Languages: 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: 1908.10084, 2205.13147, 1807.03748
- Model-index entries: bge-m3 Matryoshka
- Evaluation signals: 12 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- dim 1024: Cosine Accuracy@1 = 0.5578947368421052 (Information Retrieval)
- dim 1024: Cosine Accuracy@3 = 0.5726315789473684 (Information Retrieval)
- dim 1024: Cosine Accuracy@5 = 0.6694736842105263 (Information Retrieval)
- dim 1024: Cosine Accuracy@10 = 0.7368421052631579 (Information Retrieval)
- dim 1024: Cosine Precision@1 = 0.5578947368421052 (Information Retrieval)
- dim 1024: Cosine Precision@3 = 0.5515789473684211 (Information Retrieval)
- dim 1024: Cosine Precision@5 = 0.4433684210526315 (Information Retrieval)
- dim 1024: Cosine Precision@10 = 0.2591578947368421 (Information Retrieval)
- dim 768: Cosine Accuracy@1 = 0.5642105263157895 (Information Retrieval)
- dim 768: Cosine Accuracy@3 = 0.5831578947368421 (Information Retrieval)

## Referenced Data

- Paper: 1908.10084
- Paper: 2205.13147
- Paper: 1807.03748

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (90 B)
- README.md (46 KB)
- config.json (745 B)
- config_sentence_transformers.json (284 B)
- model.safetensors (2.1 GB) LFS
- modules.json (429 B)
- sentence_bert_config.json (241 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (409 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 2026-09-24T08:50:28.631Z.
- Open license detected as apache-2.0.
- Model-index metadata found for bge-m3 Matryoshka.
- 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-ioanniskat1-bge-m3-matryoshka
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-bge-m3-matryoshka/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-bge-m3-matryoshka/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-bge-m3-matryoshka/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-ioanniskat1-bge-m3-matryoshka
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-bge-m3-matryoshka/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ioanniskat1-bge-m3-matryoshka&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-ioanniskat1-bge-m3-matryoshka/decentralized-fallbacks