BuildsGPUsModelsGuidesMethodologyNewsletter

What GPU do you need to run Llama-3.3-70B-Instruct?

70.55B parameters (Hugging Face, accessed 2026-10-15). Q4_K_M GGUF: 42.52 GB (source).

Single GPU that fitsVRAMSpeed estimatePrice
NVIDIA RTX A600048 GB~14 tok/slow $6,170 (new) source, 2026-10-16
NVIDIA RTX 6000 Ada Generation48 GB~17 tok/scheck price
Apple Mac Studio M5 Max (40-core GPU, 64 GB)64 GB~11 tok/scheck price
Apple Mac Studio M5 Ultra (64-core GPU, 96 GB)96 GB~21 tok/scheck price
Framework Desktop, AMD Ryzen AI Max+ PRO 495 (Strix Halo), 192 GB192 GB~5 tok/slow $6,799 (new) source, 2026-10-16

Speed calculator estimate

Estimate = 0.76 × bandwidth ÷ GB read per token (Q4 file size, scaled by active/total parameters for MoE). Fit = file size + 1.5 GB headroom ≤ total VRAM. Multi-GPU: VRAM adds, speed uses one card's bandwidth (layer split). Short context only. How this works

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