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URL: https://willitrunai.com/models/hf-google--gemma-2b

⇱ gemma 2b VRAM Requirements — GPU Compatibility


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gemma 2b

Limited data available — some specs may be incomplete or estimated.
0K tokensContextUnknownLicense5 EntryQuality

gemma 2b (2B parameters) requires approximately 3.3 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 4 GB of VRAM.

Quick specs

Parameters2B
Architecturedense
Context0K tokens
Modalitytext
Min RAM0.8 GB
Rec. RAM1.2 GB (Q4_K_M)
LicenseUnknown
FamilyGemma
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Related models

Your hardware

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Quick picks

👁 Intel
Best budgetC
Intel Arc A380 6GB~$139 — 28 tok/s
👁 NVIDIA
Best overallC
GTX 1650 4GB~$149 — 28 tok/s

Best hardware

Top picks for gemma 2b

Intel Arc A370M 4GBC
4 GB
GTX 1650 4GBC
4 GB
RTX 3050 Ti Laptop 4GBC
4 GB
RTX 2060 6GBC
6 GB
RTX 4050 Laptop 6GBC
6 GB

Run this model

gemma 2b on Intel Arc A370M 4GBgemma 2b on GTX 1650 4GBgemma 2b on RTX 3050 Ti Laptop 4GB

Quantization options

VRAM estimates by quant level

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
0.8 GB
Low
Q3_K_S
3
1.0 GB
Low
NVFP4
4
1.1 GB
Medium
Q4_K_M
4
1.2 GB
Medium
Q5_K_M
5
1.4 GB
High
Q6_K
6
1.6 GB
High
Q8_0
8
2.1 GB
Very High
F16
16
4.1 GB
Maximum

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights1.2 GB
KV Cache0.2 GB
Runtime1.2 GB
Headroom0.6 GB

Frequently asked questions

FAQ — gemma 2b

See also

Quantization GuideScoring MethodologyVRAM Calculator