AI & ML interests
healthcare AI, clinical NER, biomedical NLP, PII / de-identification, on-device AI, edge inference, Apple Silicon / MLX, data sovereignty, privacy-preserving ML, open-source
Articles
Organization Card
Health × AI
State-of-the-art clinical NER & PII models — open, private, and on-device.
Runs on iPhone, iPad, Mac, the browser, and your own servers — no data leaves the device.
OpenMed ships a large, growing family of open medical-AI models: clinical named-entity recognition (diseases, chemicals, genes, anatomy, pharmacology, oncology) and privacy-preserving PII de-identification across 16 languages. Everything is Apache-2.0, benchmark-driven, and small enough to run locally.
Start here
- Browse the models → the tabs above (1,500+ NER & PII models)
- Flagship clinical NER →
OpenMed-NER-PharmaDetect-SuperClinical-434M - Python →
pip install openmed - On-device (Apple Silicon / iOS) → Swift OpenMedKit + MLX backend
- Docs & guides → openmed.life/docs
Why OpenMed
| Private by design | Models run on-device — patient data never leaves the machine. |
| State of the art | Benchmark-leading clinical NER across 12+ medical domains. |
| Truly open | Apache-2.0 weights, code, and recipes. Free for research and production. |
| Runs anywhere | iPhone, iPad, Mac, browser (Transformers.js), and server. |
Guarded by our Persian-cat Avicenna — a local-first keeper of your data. · GitHub · openmed.life
OpenAI's privacy-filter fine0tuned models
-
OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 15.6k • • 39 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 9.31k • 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 3.17k • • 15 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 12.8k • 19
Models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.9k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.84k -
OpenMed/OpenMed-PII-German-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 5.58k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 5.05k
OpenAI's privacy-filter fine0tuned models
-
OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 15.6k • • 39 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 9.31k • 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 3.17k • • 15 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 12.8k • 19
Models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.9k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.84k -
OpenMed/OpenMed-PII-German-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 5.58k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 5.05k
models 967
OpenMed/privacy-filter-multilingual-v2-mlx
Token Classification • Updated • 88 • 3
OpenMed/privacy-filter-nemotron-v2-mlx
Token Classification • Updated • 132 • 1
OpenMed/privacy-filter-multilingual-v2-mlx-8bit
Token Classification • Updated • 40 • 2
OpenMed/privacy-filter-nemotron-v2-mlx-8bit
Token Classification • Updated • 76 • 1
OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 15.6k • • 39
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 3.17k • • 15
OpenMed/laneformer-2b-it-q4-mlx
Text Generation • 0.4B • Updated • 155 • 2
OpenMed/OpenMed-PII-Vietnamese-ClinicalBGE-Large-335M-v1-mlx
Token Classification • Updated • 37
OpenMed/OpenMed-PII-Vietnamese-ClinicalBGE-Large-568M-v1-mlx
Token Classification • Updated • 28
OpenMed/OpenMed-PII-Vietnamese-mSuperClinical-Large-279M-v1-mlx
Token Classification • Updated • 21
datasets 26
OpenMed/openmed-traces
Traces • Updated • 7 • 145 • 7
OpenMed/synthvision-validated-kimi-by-qwen
Viewer • Updated • 115k • 483 • 5
OpenMed/synthvision-validated-qwen-by-kimi
Viewer • Updated • 115k • 1.84k • 3
OpenMed/synthvision-annotated-kimi
Viewer • Updated • 59.5k • 325 • 1
OpenMed/synthvision-annotated-qwen
Viewer • Updated • 59.5k • 592 • 2
OpenMed/synthvision-seeds
Viewer • Updated • 119k • 734 • 3
OpenMed/afrimedqa_v2
Viewer • Updated • 15.3k • 26 • 1
OpenMed/MedDialog
Viewer • Updated • 252k • 175 • 21
OpenMed/drugprot-parquet
Viewer • Updated • 4.25k • 36 • 5
OpenMed/Medical-Reasoning-SFT-Mega
Viewer • Updated • 1.79M • 252 • 99