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Will a QLoRA fine-tune of gemma-3-4b-it fit your GPU? Verdicts from measured AMD and NVIDIA probes.
npx @getmcp/cli add org.marvinlabs/vram-fitRequires Node.js 18+. Community-contributed server. Review source before installing.
Config file: ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"org.marvinlabs/vram-fit": {
"url": "https://marvinlabs.org/mcp",
"transport": "streamable-http"
}
}
}