LLMGemmaMIT

Gemma2 2B

google/gemma-2-2b-it

Parameters

2.6B

Context

8K

Downloads

670K

Likes

1.4K

Architecture

transformer

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
11.1 GB
RAM 32.0 · Disk 46.6
27.1 GB
RAM 40.7 · Disk 72.6
124.3 GB
RAM 186.4 · Disk 111.6
FP88bit
8.0 GB
RAM 32.0 · Disk 42.8
23.9 GB
RAM 35.9 · Disk 68.8
120.9 GB
RAM 181.4 · Disk 107.8
INT88bit
8.0 GB
RAM 32.0 · Disk 42.8
23.9 GB
RAM 35.9 · Disk 68.8
120.9 GB
RAM 181.4 · Disk 107.8
AWQ4bit
6.5 GB
RAM 32.0 · Disk 41.0
22.4 GB
RAM 33.5 · Disk 67.0
119.3 GB
RAM 179.0 · Disk 106.0
GPTQ4bit
6.6 GB
RAM 32.0 · Disk 41.0
22.4 GB
RAM 33.6 · Disk 67.0
119.4 GB
RAM 179.0 · Disk 106.0
GGUF4bit
6.6 GB
RAM 32.0 · Disk 41.0
22.4 GB
RAM 33.6 · Disk 67.0
119.4 GB
RAM 179.1 · Disk 106.0

GPU Recommendations

Best ValueBEST

1× RTX 5090

32 GB VRAM

$244/mo

≈ 1422.2 tok/s

Effective production throughput ≈ 995.5 tok/s

score 0.6841

Deploy on vast ↗
Cheapest

2× Tesla V100

32 GB VRAM

$19.9/mo

≈ 0 tok/s (N/A — benchmark unavailable)

Effective production throughput ≈ 0 tok/s

score 0.6334

Deploy on vast ↗
Performance

8× H200 SXM

1128 GB VRAM

$20,440/mo

≈ 12190.5 tok/s

Effective production throughput ≈ 8533.4 tok/s

score 0.2197

Min Complexity

1× RTX 3090

24 GB VRAM

$78.7/mo

≈ 742.9 tok/s

Effective production throughput ≈ 520 tok/s

score 0.6466

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

View Community →

GPUs that fit (single card)

RTX 3090

24 GB VRAM

$78.7

/mo · vast

RTX 4090

24 GB VRAM

$98.1

/mo · vast

RTX 4090D

24 GB VRAM

$117

/mo · vast

L4

24 GB VRAM

$148

/mo · vast

A10

24 GB VRAM

$176

/mo · vast

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