LLMGemmaMIT

Gemma 4 31B

google/gemma-4-31b-it

Parameters

30.7B

Context

256K

Downloads

9.9M

Likes

3.5K

Architecture

transformer

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
77.3 GB
RAM 115.9 · Disk 128.2
96.3 GB
RAM 144.5 · Disk 154.2
196.5 GB
RAM 294.8 · Disk 193.2
FP88bit
41.1 GB
RAM 61.7 · Disk 83.6
58.5 GB
RAM 87.8 · Disk 109.6
157.1 GB
RAM 235.6 · Disk 148.6
INT88bit
41.1 GB
RAM 61.7 · Disk 83.6
58.5 GB
RAM 87.8 · Disk 109.6
157.1 GB
RAM 235.6 · Disk 148.6
AWQ4bit
23.7 GB
RAM 35.6 · Disk 62.1
40.3 GB
RAM 60.5 · Disk 88.1
138.1 GB
RAM 207.1 · Disk 127.1
GPTQ4bit
23.9 GB
RAM 35.9 · Disk 62.4
40.6 GB
RAM 60.8 · Disk 88.4
138.3 GB
RAM 207.5 · Disk 127.4
GGUF4bit
24.4 GB
RAM 36.6 · Disk 63.0
41.0 GB
RAM 61.5 · Disk 89.0
138.8 GB
RAM 208.2 · Disk 128.0

GPU Recommendations

Best ValueBEST

1× H100 SXM

80 GB VRAM

$1,170/mo

≈ 225.9 tok/s

Effective production throughput ≈ 158.1 tok/s

score 0.6239

Deploy on vast ↗
Cheapest

2× RTX 3090

48 GB VRAM

$153/mo

≈ 101 tok/s

Effective production throughput ≈ 70.7 tok/s

score 0.631

Deploy on vast ↗
Performance

8× H200 SXM

1128 GB VRAM

$20,440/mo

≈ 1035.7 tok/s

Effective production throughput ≈ 725 tok/s

score 0.2197

Min Complexity

1× RTX A6000

48 GB VRAM

$226/mo

≈ 51.8 tok/s

Effective production throughput ≈ 36.3 tok/s

score 0.6668

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

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GPUs that fit (single card)

RTX A6000

48 GB VRAM

$226

/mo · vast

L40S

48 GB VRAM

$341

/mo · vast

RTX PRO 6000 WS

48 GB VRAM

$482

/mo · vast

A100 80GB

80 GB VRAM

$876

/mo · vast

RTX PRO 6000 S

48 GB VRAM

$925

/mo · vast

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