ccarrillomanzanares/ccmai
VISIONConcurrency Cost:1Model Size:12BQuant:FP8Ctx Length:32kPublished:Apr 12, 2026License:gemmaArchitecture:Transformer Cold

ccarrillomanzanares/ccmai is a 12 billion parameter language model, fine-tuned from the Gemma 3 architecture by ccarrillomanzanares, with a 32768 token context length. It is specifically optimized for System Administration, SRE (Site Reliability Engineering), and Linux infrastructure management. This model excels at analyzing logs, suggesting kernel fixes, and automating terminal workflows, making it ideal for technical reasoning in complex system architectures and cloud deployments.

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CCMAI: Sovereign SRE Assistant

CCMAI (Carrillo Manzanares Artificial Intelligence) is a 12 billion parameter model, fine-tuned from the advanced Gemma 3 architecture. It is specifically designed as a specialized assistant for System Administration, SRE (Site Reliability Engineering), and Linux infrastructure management. This model is built to provide high-level reasoning and deep technical knowledge, particularly for terminal environments, kernel logs, and cloud infrastructure, serving as the "brain" for the LinuxPilot voice assistant.

Key Capabilities

  • SRE Specialization: Proficient in analyzing logs, proposing kernel fixes, and automating terminal-based workflows.
  • Infrastructure Awareness: Optimized for understanding and reasoning about intricate system architectures and cloud deployments.
  • Privacy & Sovereignty: Engineered for local execution via Ollama, ensuring sensitive technical data remains within your infrastructure.
  • Gemma 3 Core: Leverages Google's latest architecture for strong reasoning and instruction-following performance.

Good For

  • Developers and engineers managing Linux systems and cloud infrastructure.
  • Automating SRE tasks and troubleshooting.
  • Applications requiring on-premise or private technical assistance.