OCR / VisionGemmaMIT

Gemma 3n

google/gemma-3n

Parameters

1B

Context

8K

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0

Likes

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Architecture

transformer

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
5.9 GB
RAM 32.0 · Disk 41.9
8.2 GB
RAM 32.0 · Disk 67.9
24.2 GB
RAM 36.3 · Disk 106.9
FP88bit
4.8 GB
RAM 32.0 · Disk 40.5
7.0 GB
RAM 32.0 · Disk 66.5
22.9 GB
RAM 34.3 · Disk 105.5
INT88bit
4.8 GB
RAM 32.0 · Disk 40.5
7.0 GB
RAM 32.0 · Disk 66.5
22.9 GB
RAM 34.3 · Disk 105.5
AWQ4bit
4.2 GB
RAM 32.0 · Disk 39.8
6.4 GB
RAM 32.0 · Disk 65.8
22.3 GB
RAM 33.4 · Disk 104.8
GPTQ4bit
4.2 GB
RAM 32.0 · Disk 39.8
6.4 GB
RAM 32.0 · Disk 65.8
22.3 GB
RAM 33.4 · Disk 104.8
GGUF4bit
4.2 GB
RAM 32.0 · Disk 39.8
6.4 GB
RAM 32.0 · Disk 65.8
22.3 GB
RAM 33.4 · Disk 104.8

GPU Recommendations

Best ValueBEST

1× RTX 3080 Ti

12 GB VRAM

$79.5/mo

≈ 1900 tok/s

Effective production throughput ≈ 1330 tok/s

score 0.6369

Deploy on vast ↗
Cheapest

1× Tesla V100

16 GB VRAM

$39.5/mo

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

Effective production throughput ≈ 0 tok/s

score 0.5957

Deploy on vast ↗
Performance

8× RTX 5090

256 GB VRAM

$1,990/mo

≈ 11946.7 tok/s

Effective production throughput ≈ 8362.7 tok/s

score 0.3595

Deploy on vast ↗
Min Complexity

1× RTX 3080

10 GB VRAM

$70.3/mo

≈ 1583.3 tok/s

Effective production throughput ≈ 1108.3 tok/s

score 0.6644

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

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GPUs that fit (single card)

Tesla V100

16 GB VRAM

$39.5

/mo · vast

RTX 3080

10 GB VRAM

$70.3

/mo · vast

RTX 4060 Ti

8 GB VRAM

$74.6

/mo · vast

RTX 3080 Ti

12 GB VRAM

$79.5

/mo · vast

RTX 3090

24 GB VRAM

$88.4

/mo · vast

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