# BMRetriever/BMRetriever-410M

Model from Hugging Face for feature extraction: BMRetriever/BMRetriever-410M · 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/BMRetriever/BMRetriever-410M
- Hosting: hosted (4 files)
- Files: 4 hosted of 6 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: 4 files, 1.42 GB
- Full repo upstream: 1.42 GB
- Recommended file: 1.42 GB · model.safetensors
- Parameters: 410M
- Download: https://huggingbay.xyz/artifact/hf-model-bmretriever-bmretriever-410m/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bmretriever-bmretriever-410m/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-bmretriever-bmretriever-410m/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: 176
- Stars: 2
- Card completeness: 96%

## Description

External Hugging Face catalog record for BMRetriever/BMRetriever-410M. Task: feature extraction. Library: transformers. Languages: en. Datasets referenced by card metadata: MedRAG/textbooks, MedRAG/pubmed, MedRAG/statpearls, mteb/raw_biorxiv, mteb/raw_medrxiv, ms_marco. Popularity signal at import: 1,707 downloads and 2 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Languages: en
- Referenced datasets: MedRAG/textbooks, MedRAG/pubmed, MedRAG/statpearls, mteb/raw_biorxiv, mteb/raw_medrxiv, ms_marco, BMRetriever/biomed_retrieval_dataset
- Paper ids: 2404.18443
- File hints: 6 upstream file samples

## Referenced Data

- Dataset: MedRAG/textbooks
- Dataset: MedRAG/pubmed
- Dataset: MedRAG/statpearls
- Dataset: mteb/raw_biorxiv
- Dataset: mteb/raw_medrxiv
- Dataset: ms_marco
- Dataset: BMRetriever/biomed_retrieval_dataset
- Paper: 2404.18443

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.4 KB)
- config.json (753 B)
- model.safetensors (1.3 GB) LFS
- tokenizer.json (2.2 MB)
- tokenizer_config.json (5.1 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 2026-09-22T14:04:50.892Z.
- Open license detected as mit.
- Model card references dataset context: MedRAG/textbooks, MedRAG/pubmed, MedRAG/statpearls, mteb/raw_biorxiv.
- 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-bmretriever-bmretriever-410m
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bmretriever-bmretriever-410m/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bmretriever-bmretriever-410m/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bmretriever-bmretriever-410m/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bmretriever-bmretriever-410m
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bmretriever-bmretriever-410m/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bmretriever-bmretriever-410m&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bmretriever-bmretriever-410m/decentralized-fallbacks