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How Much VRAM for Llama? 8B, 70B and 405B

VRAM needed to run Llama 3.1 and 3.3 locally at different quantizations, with the cheapest GPU or system that fits.

Last updated21 Oct 2026
Fact-checked21 Oct 2026
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Llama 3.1 8B (about 6 GB at Q4_K_M with 8k context, estimated) fits on 8–12 GB GPUs; Llama 3.3 70B needs about 46 GB at 4-bit (estimate), so two 24 GB cards or a 128 GB unified-memory system; 405B is beyond single consumer machines.

ModelParams (total / active)Est. memory, Q4 @ 8k ctxEst. memory, Q8 @ 8k ctxCheapest fit in our data (Q4)
Llama 3.1 8B8.03B / 8.03B7.0 GB10.6 GBGeForce RTX 5060 ($299, GPU launch MSRP)
Llama 3.3 70B70.6B / 70.6B46.8 GB78.7 GBGMKtec EVO-X2 (128GB / 1TB) ($3,499.99, system, listed price)
Llama 3.1 405B405.9B / 405.9B253.3 GB436.5 GBNo single device in our dataset

Parameter counts: Hugging Face: meta-llama/Llama-3.1-8B; Hugging Face: meta-llama/Llama-3.3-70B-Instruct; Hugging Face: meta-llama/Llama-3.1-405B. Memory figures are our estimates (see methodology), not measurements.

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