About LLMVRAMCalc.com

LLMVRAMCalc.com is an engineering utility built for ML practitioners, systems architects, and local LLM enthusiasts. Unlike generic parameter multipliers that ignore Grouped-Query Attention (GQA), Mixture-of-Experts (MoE) active parameters, and Multi-head Latent Attention (MLA), our engine parses real config.json specifications to compute exact memory budgets and generate ready-to-run vLLM and llama.cpp launch flags.

Contact: hello@llmvramcalc.com