claude-flow
Verified · 23 days agoAI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
StudioTV LLM VRAM Calculator
Synced · awaiting checkDoes an LLM fit on your GPU? VRAM, KV cache and GPU count for any Hugging Face model.
Install
claude mcp add --transport http llm-vram https://studiotvai.com/api/mcp
Our take
Estimates whether a Hugging Face model can fit on available GPU hardware, including VRAM needs, KV cache, and GPU count. It is for ML engineers, builders, and homelab users planning local inference or deployment capacity. The problem is well-scoped and useful, though calculator outputs should be treated as estimates because runtime frameworks, quantization choices, and context length can materially change real memory use.
Verification record
- today
- 2026-10-10
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