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URL: https://willitrunai.com/models/gemma-3-1b

โ‡ฑ Gemma 3 1B VRAM Requirements โ€” GPU Compatibility


๐Ÿ‘ Google
Google

Gemma 3 1B

Current
๐Ÿ‘ huggingface
HuggingFace
3.6MDownloads1.0KLikesMar 2025Released33K tokensContextGemmaLicense22 EntryQuality

Gemma 3 1B (1B parameters) requires approximately 3.4 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.

Get started

โ€” copy & paste to run locally

Copy-paste commands to run Gemma 3 1B on your machine.

Run

lms load gemma-3-1b-it && lms server start

Quick specs

Parameters1B
Architecturedense
Context33K tokens
Modalitytext
Min RAM0.4 GB
Rec. RAM0.6 GB (Q4_K_M)
LicenseGemma
FamilyGemma
โœ“ Chat

About this model

Gemma 3 1B is Google's ultra-compact model from the Gemma 3 family. Optimized for mobile and edge inference with surprisingly capable text generation for its parameter count.

Related models

Your hardware

Detecting...

Quick picks

๐Ÿ‘ Intel
Best budgetC
Intel Arc A380 6GB~$139 โ€” 14 tok/s
๐Ÿ‘ NVIDIA
Best overallB
GTX 1650 4GB~$149 โ€” 14 tok/s

Best hardware

Top picks for Gemma 3 1B

RTX 3050 Ti Laptop 4GBB
4 GB
Intel Arc A370M 4GBB
4 GB
GTX 1650 4GBB
4 GB
RTX 2060 6GBB
6 GB
GTX 1060 6GBB
6 GB

Run this model

Gemma 3 1B on RTX 3050 Ti Laptop 4GBGemma 3 1B on Intel Arc A370M 4GBGemma 3 1B on GTX 1650 4GB

Quantization options

VRAM estimates by quant level

No hardware detected โ€” fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
0.4 GB
Lowโ€”
Q3_K_S
3
0.5 GB
Lowโ€”
NVFP4
4
0.6 GB
Mediumโ€”
Q4_K_M
4
0.6 GB
Mediumโ€”
Q5_K_M
5
0.7 GB
Highโ€”
Q6_K
6
0.8 GB
Highโ€”
Q8_0
8
1.1 GB
Very Highโ€”
F16
16
2.1 GB
Maximumโ€”

Quality benchmarks

Gemma 3 1B benchmark scores

Benchmark verified

Coding

SWE-bench Verifiedโ€”
HumanEval+41.5%
Aider Polyglotโ€”
LiveCodeBench1.9%

Reasoning

MMLU-Proโ€”
GPQA Diamondโ€”
MATH-50048.0%
ARC Challengeโ€”

Source: official ยท 2025-03-12

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights0.6 GB
KV Cache0.4 GB
Runtime1.8 GB
Headroom0.6 GB

Frequently asked questions

FAQ โ€” Gemma 3 1B

See also

Quantization GuideScoring MethodologyVRAM Calculator