Training mRNA Language Models Across 25 Species for $165
• 28
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
OpenAI's privacy-filter fine0tuned models
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OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 14.5k • 38 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 14.8k • 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 1.43k • 13 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 12.9k • 19
State-of-the-art medical, biomedical, and clinical Named Entity Recognition models
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OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 142k • • 9 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 228k • • 27 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification • 0.1B • Updated • 107k • • 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification • 65.2M • Updated • 91.2k • • 2
A collection of MLX medical models you can run on your iPhone and macOS
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OpenMed/privacy-filter-mlx-8bit
Token Classification • Updated • 2.22k • 7 -
OpenMed/OpenMed-PII-BigMed-Large-278M-v1-mlx
Token Classification • Updated • 62 • 2 -
OpenMed/OpenMed-PII-BigMed-Large-560M-v1-mlx
Token Classification • Updated • 18 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1-mlx
Token Classification • Updated • 8
35 open-source Telugu PII detection models. 54 entity types. Best F1: 95.3%. Apache 2.0.
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OpenMed/OpenMed-PII-Telugu-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 2 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 7 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 3
35 open-source Hindi PII detection models. 54 entity types. Best F1: 96.6%. Apache 2.0.
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OpenMed/OpenMed-PII-Hindi-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 6 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 5 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 6 -
OpenMed/OpenMed-PII-Hindi-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 4
33 models for Spanish PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
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OpenMed/OpenMed-PII-Spanish-SuperClinical-Large-434M-v1
Token Classification • 0.4B • Updated • 10.1k • 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.49k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 8.55k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 14.7k
33 models for German PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
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OpenMed/OpenMed-PII-German-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 5.29k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.85k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 5.05k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 13.2k
Healthcare evals and benchmarks targeting AI solutions
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 • 3.15k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 18.8k • • 9 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 5.69k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 9k
Multilingual models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
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OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 11.1k -
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 5.03k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.87k
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
35 open-source Portuguese PII detection models. 54 entity types. Apache 2.0.
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OpenMed/OpenMed-PII-Portuguese-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 1.9k • 10 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 13 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 16 -
OpenMed/OpenMed-PII-Portuguese-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 13
35 open-source Dutch PII detection models. 54 entity types. Best: DeBERTa-v3-large F1=94.2%. Apache 2.0.
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OpenMed/OpenMed-PII-Dutch-BigMed-Large-278M-v1
Token Classification • 0.3B • Updated • 8 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification • 0.6B • Updated • 9 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 6 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 9
33 models for French PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
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OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 5.03k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.87k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 11.1k
33 models for Italian PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
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OpenMed/OpenMed-PII-Italian-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.2k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 15.2k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 11k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 1.77k
OpenMed ZeroShot NER Models
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OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification • Updated • 15.3k • 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification • Updated • 30.1k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification • Updated • 9.25k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification • Updated • 20.3k
OpenAI's privacy-filter fine0tuned models
-
OpenMed/privacy-filter-nemotron-v2
Token Classification • 1B • Updated • 14.5k • 38 -
OpenMed/privacy-filter-nemotron
Token Classification • 1B • Updated • 14.8k • 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification • 1B • Updated • 1.43k • 13 -
OpenMed/privacy-filter-multilingual
Token Classification • 1B • Updated • 12.9k • 19
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 • 3.15k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 18.8k • • 9 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 5.69k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 9k
State-of-the-art medical, biomedical, and clinical Named Entity Recognition models
-
OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 142k • • 9 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 228k • • 27 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification • 0.1B • Updated • 107k • • 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification • 65.2M • Updated • 91.2k • • 2
Multilingual models for extracting PII entities and de-identifying clinical text, with support for HIPAA and GDPR compliance.
-
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 11.1k -
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 5.03k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.87k
A collection of MLX medical models you can run on your iPhone and macOS
-
OpenMed/privacy-filter-mlx-8bit
Token Classification • Updated • 2.22k • 7 -
OpenMed/OpenMed-PII-BigMed-Large-278M-v1-mlx
Token Classification • Updated • 62 • 2 -
OpenMed/OpenMed-PII-BigMed-Large-560M-v1-mlx
Token Classification • Updated • 18 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1-mlx
Token Classification • Updated • 8
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
35 open-source Telugu PII detection models. 54 entity types. Best F1: 95.3%. Apache 2.0.
-
OpenMed/OpenMed-PII-Telugu-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 2 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 7 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 3
35 open-source Portuguese PII detection models. 54 entity types. Apache 2.0.
-
OpenMed/OpenMed-PII-Portuguese-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 1.9k • 10 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 13 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 16 -
OpenMed/OpenMed-PII-Portuguese-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 13
35 open-source Hindi PII detection models. 54 entity types. Best F1: 96.6%. Apache 2.0.
-
OpenMed/OpenMed-PII-Hindi-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 6 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 5 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 6 -
OpenMed/OpenMed-PII-Hindi-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 4
35 open-source Dutch PII detection models. 54 entity types. Best: DeBERTa-v3-large F1=94.2%. Apache 2.0.
-
OpenMed/OpenMed-PII-Dutch-BigMed-Large-278M-v1
Token Classification • 0.3B • Updated • 8 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification • 0.6B • Updated • 9 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 6 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 9
33 models for Spanish PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-Spanish-SuperClinical-Large-434M-v1
Token Classification • 0.4B • Updated • 10.1k • 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.49k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 8.55k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 14.7k
33 models for French PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 12k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 5.03k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.87k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 11.1k
33 models for German PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-German-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 5.29k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.85k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 5.05k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 13.2k
33 models for Italian PII detection & de-identification. 55+ entity types. HIPAA & GDPR compliant. Apache 2.0.
-
OpenMed/OpenMed-PII-Italian-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.2k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 15.2k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 11k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 1.77k
OpenMed ZeroShot NER Models
-
OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification • Updated • 15.3k • 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification • Updated • 30.1k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification • Updated • 9.25k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification • Updated • 20.3k
Healthcare evals and benchmarks targeting AI solutions