Mar 31, 2026 GPU memory memory wall VRAM requirementsThe Quadratic Memory Wall: A Precise Analysis of GPU Memory Requirements per Context LengthTotal GPU memory = model weights + KV cache + activations + workspace. Here's the exact formula to compute maximum context length for any GPU configuration.
