Can I Run Mistral Small 4 on NVIDIA H100 80GB (PCIe)?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 21 lipca 2026

Yes, but it's tight — Mistral Small 4 119B-A6.5B at Q4_K_M needs 75.5 GB at 8K context (71.8 GB weights + 3.7 GB KV cache/overhead), leaving ~4.5 GB of the NVIDIA H100 80GB (PCIe)'s 80 GB, at ~92 tok/s (est.), with room for up to 16K context.

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NVIDIA H100 80GB PCIe
80 GB VRAM · 350 W board power
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Sprawdź cenę na Amazon

NVIDIA H100 80GB (PCIe) Specs

VRAM80 GB
Memory Bandwidth2000 GB/s

Mistral Small 4 119B-A6.5B on the NVIDIA H100 80GB (PCIe): VRAM by quantization

QuantVRAM neededFits 80 GB?Max contextWhole PC
F16241.7 GB✗ No——
Q8_0130.1 GB✗ No——
Q6_K101.2 GB✗ No——
Q5_K_M88 GB✗ No——
Q4_K_M75.5 GB✓ Yes16K—
Q3_K_M54.4 GB✓ Yes64K—
Q2_K42.8 GB✓ Yes64K—

Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 80 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Context costs VRAM too. At Q4_K_M on the NVIDIA H100 80GB (PCIe): 8K 75.5 GB · 32K 84.1 GB ✗ · 128K 118.3 GB ✗. Past 32K it no longer fits 80 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

No compatible GPU? Mistral Small 4 119B-A6.5B on 64 GB of system RAM, CPU only: runs.

Mistral Small 4 Sizes That Fit the NVIDIA H100 80GB (PCIe) (at 8K context)

Mistral Small 4 119B-A6.5BQ4_K_M · 75.5 GB at 8K context · ~92 tok/s (est.)
Buy vs. rent Mistral Small 4
Buy the GPU
~$25,000
NVIDIA H100 80GB (PCIe) · MSRP
Rent by the hour
from $0.77/hr
A100 (80 GB) class

At 2 hrs/day, buying (~$25,000) beats renting at $0.77/hr after about 45.1 years.

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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

Can I run Mistral Small 4 on the NVIDIA H100 80GB (PCIe)?

Yes, but it's tight — Mistral Small 4 119B-A6.5B at Q4_K_M needs 75.5 GB at 8K context (71.8 GB weights + 3.7 GB KV cache/overhead), leaving ~4.5 GB of the NVIDIA H100 80GB (PCIe)'s 80 GB, at ~92 tok/s (est.), with room for up to 16K context.

What's the best Mistral Small 4 size for the NVIDIA H100 80GB (PCIe)?

Mistral Small 4 119B-A6.5B at Q4_K_M quantization needs 75.5 GB at 8K context (71.8 GB weights + 3.7 GB KV cache/overhead), estimated ~92 tokens/sec, up to 16K context.

Mistral Small 4 on Other GPUs

Popular Models on the NVIDIA H100 80GB (PCIe)

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