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
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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
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OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 23.9k • 51 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 36.7k • 51 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 26k • 18 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 169k • 23
Models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
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OpenMed/OpenMed-PII-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 3.46k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 19k • • 10 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 6.18k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 8.8k
OpenAI's privacy-filter fine0tuned models
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OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 23.9k • 51 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 36.7k • 51 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 26k • 18 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 169k • 23
Models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 3.46k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 19k • • 10 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 6.18k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 8.8k
models 2,273
OpenMed/LFM2-2.6B-Longevity-8bit-mlx
Text Generation • 3B • Updated • 18
OpenMed/LFM2-2.6B-Longevity-4bit-mlx
Text Generation • 3B • Updated • 14
OpenMed/LFM2-1.2B-Longevity-8bit-mlx
Text Generation • 1B • Updated • 18
OpenMed/LFM2-1.2B-Longevity-4bit-mlx
Text Generation • 1B • Updated • 18
OpenMed/Qwen3.5-2B-MedVL
Visual Question Answering • 2B • Updated • 14.1k • 13
OpenMed/Qwen2.5-3B-MedVL
Visual Question Answering • 4B • Updated • 118 • 3
OpenMed/privacy-filter-mlx-8bit
Token Classification • Updated • 2.67k • 7
OpenMed/OpenMed-ZeroShot-NER-Species-Small-166M-mlx
Token Classification • Updated • 18
OpenMed/OpenMed-ZeroShot-NER-Protein-Small-166M-mlx
Token Classification • Updated • 37
OpenMed/OpenMed-ZeroShot-NER-Species-Large-459M-mlx
Token Classification • Updated • 27
datasets 26
OpenMed/openmed-traces
Traces • Updated • 7 • 224 • 8
OpenMed/synthvision-validated-kimi-by-qwen
Viewer • Updated • 115k • 373 • 5
OpenMed/synthvision-validated-qwen-by-kimi
Viewer • Updated • 115k • 733 • 3
OpenMed/synthvision-annotated-kimi
Viewer • Updated • 59.5k • 388 • 1
OpenMed/synthvision-annotated-qwen
Viewer • Updated • 59.5k • 839 • 2
OpenMed/synthvision-seeds
Viewer • Updated • 119k • 362 • 3
OpenMed/afrimedqa_v2
Viewer • Updated • 15.3k • 23 • 1
OpenMed/MedDialog
Viewer • Updated • 252k • 498 • 21
OpenMed/drugprot-parquet
Viewer • Updated • 4.25k • 94 • 5
OpenMed/Medical-Reasoning-SFT-Mega
Viewer • Updated • 1.79M • 1.69k • 100