Gemma 3 12B
google/gemma-3-12b-it
Gemma 3 12B, fits single consumer GPU.
Parameters
12B
Context
128K
Downloads
520K
Likes
2.1K
Architecture
transformer
GPU Requirements
VRAM / RAM / disk estimates by quantization and usage scenario
| Quantization | Minimum | Recommended | Production |
|---|---|---|---|
| FP1616bit | 33.2 GB RAM 49.8 · Disk 73.9 | 50.3 GB RAM 75.4 · Disk 99.9 | 148.5 GB RAM 222.7 · Disk 138.9 |
| FP88bit | 19.1 GB RAM 32.0 · Disk 56.4 | 35.5 GB RAM 53.2 · Disk 82.4 | 133.0 GB RAM 199.5 · Disk 121.4 |
| INT88bit | 19.1 GB RAM 32.0 · Disk 56.4 | 35.5 GB RAM 53.2 · Disk 82.4 | 133.0 GB RAM 199.5 · Disk 121.4 |
| AWQ4bit | 12.3 GB RAM 32.0 · Disk 48.0 | 28.4 GB RAM 42.6 · Disk 74.0 | 125.6 GB RAM 188.4 · Disk 113.0 |
| GPTQ4bit | 12.4 GB RAM 32.0 · Disk 48.2 | 28.5 GB RAM 42.7 · Disk 74.2 | 125.7 GB RAM 188.6 · Disk 113.2 |
| GGUF4bit | 12.6 GB RAM 32.0 · Disk 48.4 | 28.6 GB RAM 43.0 · Disk 74.4 | 125.9 GB RAM 188.8 · Disk 113.4 |
GPU Recommendations
1× H100 SXM
80 GB VRAM
≈ 577.6 tok/s
Effective production throughput ≈ 404.3 tok/s
score 0.5841
2× Tesla V100
32 GB VRAM
≈ 0 tok/s (N/A — benchmark unavailable)
Effective production throughput ≈ 0 tok/s
score 0.6102
8× H200 SXM
1128 GB VRAM
≈ 2648.3 tok/s
Effective production throughput ≈ 1853.8 tok/s
score 0.2197
1× RTX A6000
48 GB VRAM
≈ 132.4 tok/s
Effective production throughput ≈ 92.7 tok/s
score 0.6487
💬 Community — real deployment experience
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GPUs that fit (single card)
RTX A6000
48 GB VRAM
$210
/mo · vast
RTX 5090
32 GB VRAM
$236
/mo · vast
L40S
48 GB VRAM
$341
/mo · vast
RTX PRO 6000 WS
48 GB VRAM
$482
/mo · vast
RTX PRO 6000 S
48 GB VRAM
$633
/mo · vast