# abhinand/MedEmbed-large-v0.1

Model from Hugging Face for llm: abhinand/MedEmbed-large-v0.1 · sentence transformers

## Facts

- Type: LLM
- Task: general
- 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/abhinand/MedEmbed-large-v0.1
- Hosting: hosted (8 files)
- Files: 8 hosted of 12 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: 8 files, 1.34 GB
- Full repo upstream: 1.34 GB
- Recommended file: 1.34 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-abhinand-medembed-large-v0-1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-abhinand-medembed-large-v0-1/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-abhinand-medembed-large-v0-1/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: 109775
- Stars: 40
- Card completeness: 96%

## Description

External Hugging Face catalog record for abhinand/MedEmbed-large-v0.1. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: MedicalQARetrieval, NFCorpus, PublicHealthQA, TRECCOVID, ArguAna. Includes 12 model-card evaluation signals. Popularity signal at import: 42,607 downloads and 40 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: general
- Library: sentence-transformers
- Task categories: general
- Languages: en
- Referenced datasets: MedicalQARetrieval, NFCorpus, PublicHealthQA, TRECCOVID, ArguAna
- Metrics: nDCG, MAP, Recall, Precision, MRR
- Model-index entries: abhinand/MedEmbed-large-v0.1
- Evaluation signals: 12 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- MTEB CMedQAv2-reranking (default): map = 18.3837 (Reranking)
- MTEB CMedQAv2-reranking (default): mrr = 21.1936 (Reranking)
- MTEB CMedQAv2-reranking (default): nAUC_map_max = 34.185 (Reranking)
- MTEB CMedQAv2-reranking (default): nAUC_map_std = 17.8023 (Reranking)
- MTEB CMedQAv2-reranking (default): nAUC_map_diff1 = 29.8803 (Reranking)
- MTEB CMedQAv2-reranking (default): nAUC_mrr_max = 33.5715 (Reranking)
- MTEB CMedQAv2-reranking (default): nAUC_mrr_std = 18.198700000000002 (Reranking)
- MTEB CMedQAv2-reranking (default): nAUC_mrr_diff1 = 28.1289 (Reranking)
- MTEB CUREv1 (en): ndcg_at_1 = 60.775 (Retrieval)
- MTEB CUREv1 (en): ndcg_at_3 = 55.233 (Retrieval)

## Referenced Data

- Dataset: MedicalQARetrieval
- Dataset: NFCorpus
- Dataset: PublicHealthQA
- Dataset: TRECCOVID
- Dataset: ArguAna

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (297 B)
- README.md (375 KB)
- config.json (742 B)
- config_sentence_transformers.json (201 B)
- model.safetensors (1.2 GB) LFS
- modules.json (349 B)
- sentence_bert_config.json (53 B)
- special_tokens_map.json (695 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (1.2 KB)
- vocab.txt (226 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 2026-09-21T06:55:07.516Z.
- Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for abhinand/MedEmbed-large-v0.1.
- Model card references dataset context: MedicalQARetrieval, NFCorpus, PublicHealthQA, TRECCOVID.
- 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-abhinand-medembed-large-v0-1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-abhinand-medembed-large-v0-1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-abhinand-medembed-large-v0-1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-abhinand-medembed-large-v0-1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-abhinand-medembed-large-v0-1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-abhinand-medembed-large-v0-1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-abhinand-medembed-large-v0-1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-abhinand-medembed-large-v0-1/decentralized-fallbacks