Gemma 4 31B
google/gemma-4-31b-it
Parameters
30.7B
Context
256K
Downloads
9.9M
Likes
3.5K
Architecture
transformer
GPU Requirements
VRAM / RAM / disk estimates by quantization and usage scenario
| Quantization | Minimum | Recommended | Production |
|---|---|---|---|
| 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
1× H100 SXM
80 GB VRAM
≈ 225.9 tok/s
Effective production throughput ≈ 158.1 tok/s
score 0.6199
4× Tesla V100
64 GB VRAM
≈ 0 tok/s (N/A — benchmark unavailable)
Effective production throughput ≈ 0 tok/s
score 0.5662
8× H200 SXM
1128 GB VRAM
≈ 1035.7 tok/s
Effective production throughput ≈ 725 tok/s
score 0.2197
1× RTX A6000
48 GB VRAM
≈ 51.8 tok/s
Effective production throughput ≈ 36.3 tok/s
score 0.666
💬 Community — real deployment experience
0 Articles · 0 Benchmarks
GPUs that fit (single card)
RTX A6000
48 GB VRAM
$264
/mo · vast
L40S
48 GB VRAM
$341
/mo · vast
A100 PCIE
80 GB VRAM
$400
/mo · vast
A100 SXM4
80 GB VRAM
$434
/mo · vast
RTX PRO 6000 Max-Q
48 GB VRAM
$779
/mo · vast