# emmapraise/pubmedbert-base-embeddings-onnx

Model from Hugging Face for sentence similarity: emmapraise/pubmedbert-base-embeddings-onnx · 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/emmapraise/pubmedbert-base-embeddings-onnx
- Hosting: hosted (8 files)
- Files: 8 hosted of 13 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 8 listed files; full count and size unknown
- Full repo upstream: 874.7 MB
- Recommended file: 438 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/download-plan)
- Per-file SHA-256: available for 7 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/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: 366
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for emmapraise/pubmedbert-base-embeddings-onnx. Task: sentence similarity. Library: sentence transformers. Languages: en. Base model: microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext. Popularity signal at import: 366 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext
- Task categories: sentence-similarity
- Languages: en
- File hints: 13 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (90 B)
- README.md (6.2 KB)
- config.json (577 B)
- config_sentence_transformers.json (278 B)
- model.onnx (416 MB) LFS
- model.safetensors (418 MB) LFS
- modules.json (277 B)
- sentence_bert_config.json (241 B)
- special_tokens_map.json (695 B)
- tokenizer.json (690 KB)
- tokenizer_config.json (1.5 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 2026-09-23T04:21:56.523Z.
- Open license detected as apache-2.0.
- 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-emmapraise-pubmedbert-base-embeddings-onnx
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-emmapraise-pubmedbert-base-embeddings-onnx
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-emmapraise-pubmedbert-base-embeddings-onnx&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-emmapraise-pubmedbert-base-embeddings-onnx/decentralized-fallbacks