📄 Our "CLEVER: Clinical Large Language Model Evaluation by Expert Review" paper is now live. It details how we evaluate bias, safety, and robustness in medical LLMs. 👉 Link: https://www.researchgate.net/publication/393940628_CLEVER_Clinical_Large_Language_Model_Evaluationby_Expert_Review #LLMEvaluation #MedicalLLM #LLM #ModelEvaluation #MedicalAI #HealthcareAI #ClinicalNLP #AIinMedicine #AISafety

This short video explains how to deploy John Snow Labs Medical Language Models in an on-premise environment. The video also points to the official documentation, which includes deployment commands, memory guidelines, and model-specific configuration details. On-premise Deployment Documentation: https://nlp.johnsnowlabs.com/docs/en/LLMs/on_prem_deploy #OnPremise #MedicalLLM #JohnSnowLabs #MedicalAI #APIDeployment

How to Deploy Medical Language Models by John Snow Labs - Private API Endpoints (AWS, Azure, Snowflake, On-Premises). This video walks through key deployment options, including privacy, compliance, and integration details for healthcare and enterprise environments. Learn more: https://nlp.johnsnowlabs.com/docs/en/LLMs/medical_llm Models Hub: https://nlp.johnsnowlabs.com/models #JohnSnowLabs #MedicalLLM #APIintegration #APIEndpoints #AIInfrastructure #AIinMedicine

This video explains how to deploy John Snow Labs models as Private API Endpoints on the Snowflake Marketplace. It covers the compute pool concept, Docker-based model execution, user-defined SQL functions, real-time masking, de-identification workflows, and practical examples of running LLM inference directly inside Snowflake. Learn more: https://nlp.johnsnowlabs.com/docs/en/LLMs/medical_llm Models Hub: https://nlp.johnsnowlabs.com/models #MedicalLLM #JohnSnowLabs #Snowflake #APIEndpoints

Learn how to deploy John Snow Labs Medical Language Models on Azure Marketplace as secure private API endpoints. This video walks through VM-based deployment, endpoint configuration, OpenAI-compatible inference, and real-time or batch request workflows for healthcare and enterprise environments. Learn more: https://nlp.johnsnowlabs.com/docs/en/LLMs/medical_llm Models Hub: https://nlp.johnsnowlabs.com/models #MedicalLLM #APIEndpoints #Azure #JohnSnowLabs

This video explains how to deploy John Snow Labs models on AWS Marketplace as private API endpoints. It covers real-time and batch inference options, medical and multimodal models (text, image, and DICOM), and a step-by-step guide to launching endpoints with Amazon SageMaker. Learn more: https://nlp.johnsnowlabs.com/docs/en/LLMs/medical_llm Models Hub: https://nlp.johnsnowlabs.com/models #JohnSnowLabs #AWS #PrivateAPI #MedicalLLM #APIEndpoints #HealthcareAI