Can I Run Nemotron 70B on NVIDIA L40S?

Superseded model. Nemotron 70B has been superseded by Nemotron 3 Super. This page is kept for reference; the newer family is a better starting point. View Nemotron 3 Super →

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 21 lipca 2026

Yes, but it's tight — Nemotron 70B Instruct at Q4_K_M needs 42.62475 GB of the NVIDIA L40S's 48 GB, leaving only ~5.4 GB, ~18 tok/s (est.) with room for up to 8K context.

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NVIDIA L40S 48GB
48 GB VRAM · 350 W board power
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NVIDIA L40S Specs

VRAM48 GB
Memory Bandwidth864 GB/s

Nemotron 70B Instruct on the NVIDIA L40S: VRAM by quantization

QuantVRAM neededFits 48 GB?Max context
F16143.3 GB✗ No
Q8_077.2 GB✗ No
Q6_K60 GB✗ No
Q5_K_M52.2 GB✗ No
Q4_K_M44.8 GB✓ Yes8K
Q3_K_M32.2 GB✓ Yes32K
Q2_K25.4 GB✓ Yes64K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 48 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Nemotron 70B Sizes That Fit the NVIDIA L40S

Nemotron 70B InstructQ4_K_M · 42.62475 GB · ~18 tok/s (est.)
Buy vs. rent Nemotron 70B
Buy the GPU
~$7,499
NVIDIA L40S · MSRP
Rent by the hour
from $0.77/hr
A100 (80 GB) class

At 2 hrs/day, buying (~$7,499) beats renting at $0.77/hr after about 13.5 years.

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Vast.ai $0.77/hr · typical low · varies
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

Is the NVIDIA L40S enough to run Nemotron 70B locally?

Yes, but it's tight — Nemotron 70B Instruct at Q4_K_M needs 42.62475 GB of the NVIDIA L40S's 48 GB, leaving only ~5.4 GB, ~18 tok/s (est.) with room for up to 8K context.

What's the best Nemotron 70B size for the NVIDIA L40S?

Nemotron 70B Instruct at Q4_K_M quantization (42.62475 GB), estimated ~18 tokens/sec, up to 8K context.

Nemotron 70B on Other GPUs

Popular Models on the NVIDIA L40S

VRAM Tier

Troubleshooting

Buying Guide

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