Training mRNA Language Models Across 25 Species for $165
β’ 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
Recent Activity
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Articles
OpenAI's privacy-filter fine0tuned models
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OpenMed/privacy-filter-nemotron-v2
Token Classification β’ 1B β’ Updated β’ 20.6k β’ β’ 45 -
OpenMed/privacy-filter-nemotron
Token Classification β’ 1B β’ Updated β’ 7.28k β’ 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification β’ 1B β’ Updated β’ 12.8k β’ 15 -
OpenMed/privacy-filter-multilingual
Token Classification β’ 1B β’ Updated β’ 14k β’ 22
State-of-the-art medical, biomedical, and clinical Named Entity Recognition models
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OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
Token Classification β’ 0.4B β’ Updated β’ 127k β’ β’ 9 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification β’ 0.4B β’ Updated β’ 221k β’ β’ 28 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification β’ 0.1B β’ Updated β’ 105k β’ β’ 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification β’ 65.2M β’ Updated β’ 89.5k β’ β’ 2
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 β’ 0.1B β’ Updated β’ 10.6k -
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 12k β’ 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 4.84k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 4.92k
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
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OpenMed/Ministral-3B-MedVL
Visual Question Answering β’ Updated β’ 30 β’ 2 -
OpenMed/Qwen2.5-3B-MedVL
Visual Question Answering β’ 4B β’ Updated β’ 59 β’ 2 -
OpenMed/Qwen3.5-2B-MedVL
Visual Question Answering β’ 2B β’ Updated β’ 2.25k β’ 9 -
OpenMed/synthvision-seeds
Viewer β’ Updated β’ 119k β’ 474 β’ 3
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 β’ 0.6B β’ Updated β’ 3.41k β’ 10 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 37 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 17 -
OpenMed/OpenMed-PII-Portuguese-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 22
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 β’ 0.3B β’ Updated β’ 28 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification β’ 0.6B β’ Updated β’ 22 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 28 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification β’ 0.1B β’ Updated β’ 31
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 β’ 0.6B β’ Updated β’ 12k β’ 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 4.84k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 4.92k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 10.6k
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 β’ 0.6B β’ Updated β’ 11.5k β’ 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 14.9k β’ 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 11.3k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 1.73k
OpenMed ZeroShot NER Models
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OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification β’ Updated β’ 18.4k β’ 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification β’ Updated β’ 30.1k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification β’ Updated β’ 10.2k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification β’ Updated β’ 20.3k
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 β’ 0.1B β’ Updated β’ 2.06k β’ 5 -
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 12k β’ 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 4.84k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 4.92k
All models in ONNX format for CPU, Web, and Android
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OpenMed/OpenMed-ClinicalNER-SuperClinical-Large-434M-v1-onnx-android
Token Classification β’ Updated β’ 64 -
OpenMed/OpenMed-NER-AnatomyDetect-BigMed-560M-v1-onnx-android
Token Classification β’ Updated β’ 15 -
OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M-v1-onnx-android
Token Classification β’ Updated β’ 13 -
OpenMed/OpenMed-NER-AnatomyDetect-BioClinical-108M-v1-onnx-android
Token Classification β’ Updated β’ 20
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 β’ Updated β’ 2.2k β’ 7 -
OpenMed/OpenMed-PII-BigMed-Large-278M-v1-mlx
Token Classification β’ Updated β’ 72 β’ 2 -
OpenMed/OpenMed-PII-BigMed-Large-560M-v1-mlx
Token Classification β’ Updated β’ 12 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1-mlx
Token Classification β’ Updated β’ 16
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 β’ 0.6B β’ Updated β’ 9 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 12 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 8 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 10
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 β’ 0.6B β’ Updated β’ 32 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 22 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 16 -
OpenMed/OpenMed-PII-Hindi-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 15
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 β’ 0.4B β’ Updated β’ 10.3k β’ 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 9.04k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 8.53k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 14k
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 β’ 0.6B β’ Updated β’ 6.42k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 9.7k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 5.03k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 12.6k
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OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B
Viewer β’ Updated β’ 200k β’ 622 β’ 254 -
OpenMed/agab-db
Viewer β’ Updated β’ 982k β’ 25 β’ 15 -
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B-Small
Viewer β’ Updated β’ 132k β’ 29 β’ 3 -
OpenMed/DDI-Corpus-Processed
Viewer β’ Updated β’ 7.14k β’ 111 β’ 3
Healthcare evals and benchmarks targeting AI solutions
OpenAI's privacy-filter fine0tuned models
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OpenMed/privacy-filter-nemotron-v2
Token Classification β’ 1B β’ Updated β’ 20.6k β’ β’ 45 -
OpenMed/privacy-filter-nemotron
Token Classification β’ 1B β’ Updated β’ 7.28k β’ 50 -
OpenMed/privacy-filter-multilingual-v2
Token Classification β’ 1B β’ Updated β’ 12.8k β’ 15 -
OpenMed/privacy-filter-multilingual
Token Classification β’ 1B β’ Updated β’ 14k β’ 22
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 β’ 0.1B β’ Updated β’ 2.06k β’ 5 -
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 12k β’ 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 4.84k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 4.92k
State-of-the-art medical, biomedical, and clinical Named Entity Recognition models
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OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
Token Classification β’ 0.4B β’ Updated β’ 127k β’ β’ 9 -
OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M
Token Classification β’ 0.4B β’ Updated β’ 221k β’ β’ 28 -
OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M
Token Classification β’ 0.1B β’ Updated β’ 105k β’ β’ 4 -
OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M
Token Classification β’ 65.2M β’ Updated β’ 89.5k β’ β’ 2
All models in ONNX format for CPU, Web, and Android
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OpenMed/OpenMed-ClinicalNER-SuperClinical-Large-434M-v1-onnx-android
Token Classification β’ Updated β’ 64 -
OpenMed/OpenMed-NER-AnatomyDetect-BigMed-560M-v1-onnx-android
Token Classification β’ Updated β’ 15 -
OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M-v1-onnx-android
Token Classification β’ Updated β’ 13 -
OpenMed/OpenMed-NER-AnatomyDetect-BioClinical-108M-v1-onnx-android
Token Classification β’ Updated β’ 20
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 β’ 0.1B β’ Updated β’ 10.6k -
OpenMed/OpenMed-PII-French-SnowflakeMed-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 12k β’ 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 4.84k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 4.92k
A collection of MLX medical models you can run on your iPhone and macOS
-
OpenMed/privacy-filter-mlx-8bit
Token Classification β’ Updated β’ 2.2k β’ 7 -
OpenMed/OpenMed-PII-BigMed-Large-278M-v1-mlx
Token Classification β’ Updated β’ 72 β’ 2 -
OpenMed/OpenMed-PII-BigMed-Large-560M-v1-mlx
Token Classification β’ Updated β’ 12 -
OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1-mlx
Token Classification β’ Updated β’ 16
Medical VQA datasets and fine-tuned models from the SynthVision pipeline.
-
OpenMed/Ministral-3B-MedVL
Visual Question Answering β’ Updated β’ 30 β’ 2 -
OpenMed/Qwen2.5-3B-MedVL
Visual Question Answering β’ 4B β’ Updated β’ 59 β’ 2 -
OpenMed/Qwen3.5-2B-MedVL
Visual Question Answering β’ 2B β’ Updated β’ 2.25k β’ 9 -
OpenMed/synthvision-seeds
Viewer β’ Updated β’ 119k β’ 474 β’ 3
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 β’ 0.6B β’ Updated β’ 9 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 12 -
OpenMed/OpenMed-PII-Telugu-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 8 -
OpenMed/OpenMed-PII-Telugu-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 10
35 open-source Portuguese PII detection models. 54 entity types. Apache 2.0.
-
OpenMed/OpenMed-PII-Portuguese-SnowflakeMed-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 3.41k β’ 10 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 37 -
OpenMed/OpenMed-PII-Portuguese-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 17 -
OpenMed/OpenMed-PII-Portuguese-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 22
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 β’ 0.6B β’ Updated β’ 32 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 22 -
OpenMed/OpenMed-PII-Hindi-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 16 -
OpenMed/OpenMed-PII-Hindi-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 15
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 β’ 0.3B β’ Updated β’ 28 -
OpenMed/OpenMed-PII-Dutch-BigMed-Large-560M-v1
Token Classification β’ 0.6B β’ Updated β’ 22 -
OpenMed/OpenMed-PII-Dutch-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 28 -
OpenMed/OpenMed-PII-Dutch-BioClinicalModern-Base-149M-v1
Token Classification β’ 0.1B β’ Updated β’ 31
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 β’ 0.4B β’ Updated β’ 10.3k β’ 3 -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 9.04k -
OpenMed/OpenMed-PII-Spanish-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 8.53k -
OpenMed/OpenMed-PII-Spanish-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 14k
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 β’ 0.6B β’ Updated β’ 12k β’ 3 -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 4.84k -
OpenMed/OpenMed-PII-French-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 4.92k -
OpenMed/OpenMed-PII-French-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 10.6k
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 β’ 0.6B β’ Updated β’ 6.42k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 9.7k -
OpenMed/OpenMed-PII-German-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 5.03k -
OpenMed/OpenMed-PII-German-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 12.6k
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 β’ 0.6B β’ Updated β’ 11.5k β’ 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-335M-v1
Token Classification β’ 0.3B β’ Updated β’ 14.9k β’ 1 -
OpenMed/OpenMed-PII-Italian-ClinicalBGE-Large-568M-v1
Token Classification β’ 0.6B β’ Updated β’ 11.3k -
OpenMed/OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
Token Classification β’ 0.1B β’ Updated β’ 1.73k
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OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B
Viewer β’ Updated β’ 200k β’ 622 β’ 254 -
OpenMed/agab-db
Viewer β’ Updated β’ 982k β’ 25 β’ 15 -
OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B-Small
Viewer β’ Updated β’ 132k β’ 29 β’ 3 -
OpenMed/DDI-Corpus-Processed
Viewer β’ Updated β’ 7.14k β’ 111 β’ 3
OpenMed ZeroShot NER Models
-
OpenMed/OpenMed-ZeroShot-NER-Organism-XLarge-770M
Token Classification β’ Updated β’ 18.4k β’ 4 -
OpenMed/OpenMed-ZeroShot-NER-Genomic-Tiny-60M
Token Classification β’ Updated β’ 30.1k -
OpenMed/OpenMed-ZeroShot-NER-Genome-Multi-209M
Token Classification β’ Updated β’ 10.2k -
OpenMed/OpenMed-ZeroShot-NER-Genome-XLarge-770M
Token Classification β’ Updated β’ 20.3k
Healthcare evals and benchmarks targeting AI solutions