Vram Calculator Python Packages

kvfit

Will a Hugging Face LLM fit your GPU or DGX? Plan weights, KV cache or recurrent state, context, TP/DP, and measured calibration

llm-sizer

Stop guessing GPU VRAM. CLI that sizes LLM weights + KV cache and picks the cheapest AWS GPU for vLLM, DeepSeek-R1, Llama 70B, and Qwen. JSON output for AI agents.

canirun

🚀 A lightweight CLI to estimate hardware requirements and quantization compatibility for Hugging Face models.

train-in-silence

The first Task-Aware MCP server and automated VRAM calculator for LLM fine-tuning. Instantly snipe the cheapest, fastest GPUs across 10+ cloud providers.

mseep-train-in-silence

The first Task-Aware MCP server and automated VRAM calculator for LLM fine-tuning. Instantly snipe the cheapest, fastest GPUs across 10+ cloud providers.