This specialized 24B parameter model provides comprehensive medical language capabilities optimized for Spanish-speaking healthcare environments. The model processes Spanish medical terminology, clinical documentation, and patient communications with high precision, bridging the language gap in medical AI. With a 32K context window, it handles extensive Spanish medical texts, including clinical notes, research papers, and patient records. The model summarizes complex Spanish clinical information, responds to medical queries in natural Spanish, and transforms detailed clinical documentation into concise summaries while maintaining critical details. It recognizes region-specific medical terminology variations across Spanish-speaking countries and adapts to local healthcare contexts. Healthcare providers can efficiently analyze Spanish patient histories and medical literature without translation, maintaining the nuance and precision of native medical language. Optimized for integration with Spanish-language medical databases and EHR systems, it enhances RAG applications in Spanish-language healthcare settings. Performance Metrics: Achieves 84.54% accuracy on Spanish medical benchmarks. Outperforms general Medical VLM - 24B by +3.28% on Spanish content. Approaches Medical LLM - Medium performance (85.13%) at fraction of parameters. Exceeds Medical Reasoning 32B (83.32%) despite smaller size. Technical Specifications: Maximum Model Length: 32K tokens; Optimized for Spanish medical terminology and documentation; Supports regional Spanish medical vocabulary variations; Maintains clinical accuracy in translation-free Spanish medical text processing; Processes Spanish medical literature with native-language understanding; Handles dialect variations across Latin American and European Spanish medical contexts; Recommended instance : Standard_NC80adis_H100_v5 or Standard_NC48ads_A100_v4