AI Guide Collection
Expert guides and tutorials for CharKey AI development, optimization, and professional implementation
AI Model Training
AI DevelopmentMaster AI model training with CharKey hardware optimization techniques and best practices.
Performance Optimization
OptimizationMaximize CharKey performance with advanced configuration, monitoring, and tuning strategies.
AI Freelancing Success
FreelancingBuild a profitable AI freelancing business using CharKey technology and proven strategies.
Complete CharKey Model Reference
Comprehensive overview of all CharKey products organized by tier and capability
CharKey Stealth
Ultra-Light Models (<1B params) - RAM-only execution with TinyLlama, Phi-3 Mini, and Gemma 1.1B that run on almost any device including low-end laptops.
CharKey Base
Widely Deployable (1-7B params) - Most popular models including Llama 3 8B, Mistral 7B, and DeepSeek R1 that run on consumer laptops/desktops or USB-stick edge devices.
CharKey Starter
High-End Consumer (8-13B params) - Larger models including Llama 2 13B, XGen-7B, and StableLM 12B for high-end consumer hardware with dedicated GPUs.
CharKey Audio
Workstation Scale (30-70B params) - Advanced models including Llama 3 70B, Falcon 40B, and Qwen2 72B requiring workstations or multi-GPU setups for research.
CharKey Vision
Enterprise/Research Scale (100-180B params) - Enterprise-grade models including Falcon 180B, DBRX 132B, and Mixtral 141B not practical for local/edge deployment.
CharKey Pro Max
Frontier Models (180B-671B+ params) - The largest open models including DeepSeek-V3 671B and Llama 3.1 405B requiring storage streaming and specialized infrastructure.