Llm Requirements Calculator MCP tool
findutils:llm_requirements_calculator Estimate the VRAM, system RAM, and disk space needed to run an open-weight LLM locally, and which common GPUs and Macs it fits on. Covers Llama, Mistral, Qwen, DeepSeek, Gemma, Phi, Code Llama, Command R, Yi, SmolLM, StableLM, Grok, Falcon, and MiniCPM across FP32 through Q2_K quantization.
Arguments
application/json-
model
string required
Model id (or exact display name). One of: llama-3.2-1b, llama-3.2-3b, llama-3.1-8b, llama-3.1-70b, llama-3.1-405b, mistral-7b, mistral-nemo, mixtral-8x7b, mixtral-8x22b, mistral-small-3, qwen-2.5-0.5b, qwen-2.5-1.5b, qwen-2.5-3b, qwen-2.5-7b, qwen-2.5-14b, qwen-2.5-32b, qwen-2.5-72b, qwen-2.5-coder-7b, qwen-2.5-coder-32b, qwen-qwq-32b, deepseek-r1-distill-7b, deepseek-r1-distill-14b, deepseek-r1-distill-32b, deepseek-r1-distill-70b, deepseek-v3, deepseek-r1, gemma-2-2b, gemma-2-9b, gemma-2-27b, phi-3-mini, phi-3-medium, phi-4, codellama-7b, codellama-13b, codellama-34b, codellama-70b, qwen-3-0.6b, qwen-3-1.7b, qwen-3-4b, qwen-3-8b, qwen-3-14b, qwen-3-32b, qwen-3-235b, command-r-35b, command-r-plus, yi-1.5-6b, yi-1.5-9b, yi-1.5-34b, smollm-2-135m, smollm-2-360m, smollm-2-1.7b, stablelm-2-1.6b, stablelm-2-12b, grok-1, falcon-3-1b, falcon-3-3b, falcon-3-7b, falcon-3-10b, minicpm-3-4b. One of
llama-3.2-1b · llama-3.2-3b · llama-3.1-8b · llama-3.1-70b · llama-3.1-405b · mistral-7b · mistral-nemo · mixtral-8x7b · mixtral-8x22b · mistral-small-3 · qwen-2.5-0.5b · qwen-2.5-1.5b · qwen-2.5-3b · qwen-2.5-7b · qwen-2.5-14b · qwen-2.5-32b · qwen-2.5-72b · qwen-2.5-coder-7b · qwen-2.5-coder-32b · qwen-qwq-32b · deepseek-r1-distill-7b · deepseek-r1-distill-14b · deepseek-r1-distill-32b · deepseek-r1-distill-70b · deepseek-v3 · deepseek-r1 · gemma-2-2b · gemma-2-9b · gemma-2-27b · phi-3-mini · phi-3-medium · phi-4 · codellama-7b · codellama-13b · codellama-34b · codellama-70b · qwen-3-0.6b · qwen-3-1.7b · qwen-3-4b · qwen-3-8b · qwen-3-14b · qwen-3-32b · qwen-3-235b · command-r-35b · command-r-plus · yi-1.5-6b · yi-1.5-9b · yi-1.5-34b · smollm-2-135m · smollm-2-360m · smollm-2-1.7b · stablelm-2-1.6b · stablelm-2-12b · grok-1 · falcon-3-1b · falcon-3-3b · falcon-3-7b · falcon-3-10b · minicpm-3-4b. -
quantization
string optional
Quantization id. Default: "q4_k_m". One of
fp32 · fp16 · q8_0 · q6_k · q5_k_m · q4_k_m · q3_k_m · q2_k. Default"q4_k_m". -
context_length
integer optional
Context window in tokens (512-131072). Default: 8192. Default
8192. -
batch_size
integer optional
Concurrent sequences (1-64). Default: 1. Default
1.
Example arguments
Verified{
"model": "llama-3.1-8b",
"quantization": "q4_k_m",
"context_length": 8192
}More Calculators tools
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