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Why VRAM estimates differ
Frameworks, kernels, and KV cache layouts change footprint. Treat outputs as planning guides, not guarantees—always profile with your exact stack.
How to use this tool
Enter parameters from the full tool’s form. Read estimated memory bands. Adjust precision or context to fit hardware targets.
Use cases
Local LLM setup, fine-tuning planning, comparing 8-bit vs 16-bit, teaching memory scaling.
Privacy and security
Editor and conversion workflows run in your browser without uploading your content to our servers for those steps. Clear sensitive data when you finish, especially on shared machines.