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
Recent Activity
View all activity
Articles
Organization Card
Health × AI
Open clinical NER & PII de-identification models — private, local-first, on-device.
Runs locally — in Python, on iOS and Android, in the browser, and on your own servers.
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 in 35 model-backed languages (42 supported language codes). The SDK and 2,200+ of the models are Apache-2.0, benchmark-driven, and small enough to run locally.
Start here
- Browse the models → the tabs above (2,200+ NER & PII models)
- Flagship clinical NER →
OpenMed-NER-PharmaDetect-SuperClinical-434M - Python →
pip install openmed - On-device → Swift OpenMedKit + MLX on Apple devices, ONNX on Android, Transformers.js in the browser
- Docs & guides → openmed.life/docs
Why OpenMed
| Private by design | Models run locally, so clinical text can stay on hardware you control. |
| State of the art | Clinical NER that set state of the art on 10 of 12 public biomedical NER benchmarks (arXiv 2508.01630). |
| Truly open | Apache-2.0 SDK, and Apache-2.0 weights and recipes for 2,200+ models. Free for research and production. |
| Runs anywhere | Python, iOS and macOS (MLX), Android (ONNX), the browser (Transformers.js), and servers. |
Created by Maziyar Panahi and built in the open by 85 contributors. · 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 • 120k • 54 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 51.7k • 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 93.2k • 18 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 199k • 24
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 • 3.21k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 18.4k • • 10 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 6k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 8.52k
OpenAI's privacy-filter fine0tuned models
-
OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 120k • 54 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 51.7k • 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 93.2k • 18 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 199k • 24
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 • 3.21k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 18.4k • • 10 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 6k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 8.52k
models 2,277
OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 120k • 54
OpenMed/MedPsy-4B-ONNX
Text Generation • Updated • 1.51k
OpenMed/MedPsy-1.7B-ONNX
Text Generation • Updated • 1.42k
OpenMed/LFM2-2.6B-Longevity-ONNX
Text Generation • Updated • 364
OpenMed/LFM2-1.2B-Longevity-ONNX
Text Generation • Updated • 378
OpenMed/North-Micro-Vision-Instruct-bf16-mlx
Image-Text-to-Text • 2B • Updated • 147 • 2
OpenMed/North-Micro-Vision-Instruct-8bit-mlx
Image-Text-to-Text • 2B • Updated • 87 • 1
OpenMed/North-Micro-Vision-Instruct-6bit-mlx
Image-Text-to-Text • 2B • Updated • 53 • 1
OpenMed/North-Micro-Vision-Instruct-5bit-mlx
Image-Text-to-Text • 2B • Updated • 42 • 1
OpenMed/North-Micro-Vision-Instruct-4bit-mlx
Image-Text-to-Text • 2B • Updated • 61 • 1
datasets 26
OpenMed/openmed-traces
Traces • Updated • 7 • 383 • 8
OpenMed/synthvision-validated-kimi-by-qwen
Viewer • Updated • 115k • 402 • 5
OpenMed/synthvision-validated-qwen-by-kimi
Viewer • Updated • 115k • 392 • 3
OpenMed/synthvision-annotated-kimi
Viewer • Updated • 59.5k • 433 • 1
OpenMed/synthvision-annotated-qwen
Viewer • Updated • 59.5k • 387 • 2
OpenMed/synthvision-seeds
Viewer • Updated • 119k • 276 • 3
OpenMed/afrimedqa_v2
Viewer • Updated • 15.3k • 119 • 1
OpenMed/MedDialog
Viewer • Updated • 252k • 1.21k • 23
OpenMed/drugprot-parquet
Viewer • Updated • 4.25k • 221 • 5
OpenMed/Medical-Reasoning-SFT-Mega
Viewer • Updated • 1.79M • 2.51k • 100