Training mRNA Language Models Across 25 Species for $165
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A collection of MLX medical models you can run on your iPhone and macOS
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OpenMed/OpenMed-PII-BigMed-Large-278M-v1-mlx
Token Classification • Updated • 4 • 1 -
OpenMed/OpenMed-PII-BigMed-Large-560M-v1-mlx
Token Classification • Updated -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1-mlx
Token Classification • Updated -
OpenMed/OpenMed-PII-BiomedBERT-Base-110M-v1-mlx
Token Classification • Updated • 2
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 • 17 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 15 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 14 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 19
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 • 5 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification • 0.6B • Updated • 136 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 18 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 13
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-SnowflakeMed-Large-568M-v1
Token Classification • 0.6B • Updated • 11.1k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.52k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.2k
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 • 5.28k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.07k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.68k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 12.2k
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OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B
Viewer • Updated • 200k • 176 • 250 -
OpenMed/agab-db
Viewer • Updated • 982k • 17 • 15 -
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B-Small
Viewer • Updated • 132k • 12 • 3 -
OpenMed/DDI-Corpus-Processed
Viewer • Updated • 7.14k • 59 • 3
OpenMed ZeroShot NER Models
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OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification • Updated • 15k • 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification • Updated • 27.5k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification • Updated • 9.03k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification • Updated • 17.6k
Healthcare evals and benchmarks targeting AI solutions
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
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OpenMed/Ministral-3B-MedVL
Visual Question Answering • Updated • 41 • 2 -
OpenMed/Qwen2.5-3B-MedVL
Visual Question Answering • 4B • Updated • 65 • 1 -
OpenMed/Qwen3.5-2B-MedVL
Visual Question Answering • 2B • Updated • 281 • 3 -
OpenMed/synthvision-seeds
Viewer • Updated • 119k • 627 • 2
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 • 10 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 11 -
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 • 12
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 • 9.36k • 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 8.7k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 7.87k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 13.6k
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 • 11.1k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.52k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.2k
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 • 10.9k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 14.7k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 10.7k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 1.73k
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 • 2.89k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 16.2k • • 9 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 4.81k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 7.46k
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 • 129k • • 9 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 206k • • 23 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification • 0.1B • Updated • 97.6k • • 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification • 65.2M • Updated • 83.2k • • 2
A collection of MLX medical models you can run on your iPhone and macOS
-
OpenMed/OpenMed-PII-BigMed-Large-278M-v1-mlx
Token Classification • Updated • 4 • 1 -
OpenMed/OpenMed-PII-BigMed-Large-560M-v1-mlx
Token Classification • Updated -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1-mlx
Token Classification • Updated -
OpenMed/OpenMed-PII-BiomedBERT-Base-110M-v1-mlx
Token Classification • Updated • 2
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
-
OpenMed/Ministral-3B-MedVL
Visual Question Answering • Updated • 41 • 2 -
OpenMed/Qwen2.5-3B-MedVL
Visual Question Answering • 4B • Updated • 65 • 1 -
OpenMed/Qwen3.5-2B-MedVL
Visual Question Answering • 2B • Updated • 281 • 3 -
OpenMed/synthvision-seeds
Viewer • Updated • 119k • 627 • 2
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 • 17 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 15 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 14 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 19
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 • 10 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 11 -
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 • 12
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 • 5 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification • 0.6B • Updated • 136 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 18 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification • 0.1B • Updated • 13
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 • 9.36k • 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 8.7k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 7.87k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 13.6k
Multilingual 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 • 11.1k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.52k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.2k
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 • 11.1k • 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 4.66k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.52k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 10.2k
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 • 5.28k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 9.07k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 4.68k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 12.2k
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 • 10.9k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification • 0.3B • Updated • 14.7k • 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification • 0.6B • Updated • 10.7k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 1.73k
-
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B
Viewer • Updated • 200k • 176 • 250 -
OpenMed/agab-db
Viewer • Updated • 982k • 17 • 15 -
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B-Small
Viewer • Updated • 132k • 12 • 3 -
OpenMed/DDI-Corpus-Processed
Viewer • Updated • 7.14k • 59 • 3
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 • 2.89k • 5 -
OpenMed/OpenMed-PII-BioClinicalModern-Large-395M-v1
Token Classification • 0.4B • Updated • 16.2k • • 9 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1
Token Classification • 0.1B • Updated • 4.81k • 3 -
OpenMed/OpenMed-PII-ClinicDischarge-Base-110M-v1
Token Classification • 0.1B • Updated • 7.46k
OpenMed ZeroShot NER Models
-
OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification • Updated • 15k • 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification • Updated • 27.5k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification • Updated • 9.03k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification • Updated • 17.6k
State-of-the-art medical, biomedical, and clinical Named Entity Recognition models
-
OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 129k • • 9 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification • 0.4B • Updated • 206k • • 23 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification • 0.1B • Updated • 97.6k • • 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification • 65.2M • Updated • 83.2k • • 2
Healthcare evals and benchmarks targeting AI solutions