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URL: https://willitrunai.com/models/hf-maziyarpanahi--gemma-3-27b-it-gguf

⇱ gemma 3 27b it VRAM Requirements — GPU Compatibility


MaziyarPanahi

gemma 3 27b it

Limited data available — some specs may be incomplete or estimated.
0K tokensContextUnknownLicense4 EntryQuality

gemma 3 27b it (27B parameters) requires approximately 21.4 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 25 GB of VRAM.

Quick specs

Parameters27B
Architecturedense
Context0K tokens
Modalitytext
Min RAM10.5 GB
Rec. RAM16.5 GB (Q4_K_M)
LicenseUnknown
FamilyGemma
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Related models

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Quick picks

Best budgetC
Mac mini M4 64GB~$1,099 — 9 tok/s
👁 NVIDIA
Best overallB
RTX 5090 32GB~$1,999 — 73 tok/s

Best hardware

Top picks for gemma 3 27b it

RTX 5090 32GBB
32 GB
AMD Instinct MI100 32GBC
32 GB
NVIDIA A100 40GBC
40 GB
RTX PRO 4500 Blackwell 32GBC
32 GB
NVIDIA V100 32GBC
32 GB

Run this model

gemma 3 27b it on RTX 5090 32GBgemma 3 27b it on AMD Instinct MI100 32GBgemma 3 27b it on NVIDIA A100 40GB

Quantization options

VRAM estimates by quant level

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
10.5 GB
Low
Q3_K_S
3
13.2 GB
Low
NVFP4
4
15.1 GB
Medium
Q4_K_M
4
16.5 GB
Medium
Q5_K_M
5
19.4 GB
High
Q6_K
6
22.1 GB
High
Q8_0
8
28.9 GB
Very High
F16
16
55.4 GB
Maximum

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights16.5 GB
KV Cache3.2 GB
Runtime1.2 GB
Headroom0.6 GB

Frequently asked questions

FAQ — gemma 3 27b it

See also

Quantization GuideScoring MethodologyVRAM Calculator