google-bert/bert-base-uncased
google-bert/bert-base-uncased
Parameters
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Context
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Architecture
bert
12 layers · head 64 · hidden 768
GPU Requirements
VRAM / RAM / disk estimates by quantization and usage scenario
| Quantization | Minimum | Recommended | Production |
|---|---|---|---|
| FP1616bit | 2.7 GB RAM 32.0 · Disk 39.3 | 4.9 GB RAM 32.0 · Disk 65.3 | 19.8 GB RAM 32.0 · Disk 104.3 |
| FP88bit | 2.6 GB RAM 32.0 · Disk 39.2 | 4.8 GB RAM 32.0 · Disk 65.2 | 19.6 GB RAM 32.0 · Disk 104.2 |
| INT88bit | 2.6 GB RAM 32.0 · Disk 39.2 | 4.8 GB RAM 32.0 · Disk 65.2 | 19.6 GB RAM 32.0 · Disk 104.2 |
| AWQ4bit | 2.5 GB RAM 32.0 · Disk 39.1 | 4.7 GB RAM 32.0 · Disk 65.1 | 19.6 GB RAM 32.0 · Disk 104.1 |
| GPTQ4bit | 2.5 GB RAM 32.0 · Disk 39.1 | 4.7 GB RAM 32.0 · Disk 65.1 | 19.6 GB RAM 32.0 · Disk 104.1 |
| GGUF4bit | 2.5 GB RAM 32.0 · Disk 39.1 | 4.7 GB RAM 32.0 · Disk 65.1 | 19.6 GB RAM 32.0 · Disk 104.1 |
GPU Recommendations
1× RTX 3080 Ti
12 GB VRAM
≈ 18240 tok/s
Effective production throughput ≈ 12768 tok/s
score 0.6002
1× RTX 3080
10 GB VRAM
≈ 15200 tok/s
Effective production throughput ≈ 10640 tok/s
score 0.6206
8× H200 SXM
1128 GB VRAM
≈ 307200 tok/s
Effective production throughput ≈ 215040 tok/s
score 0.2197
1× RTX 3090
24 GB VRAM
≈ 18720 tok/s
Effective production throughput ≈ 13104 tok/s
score 0.5475
💬 Community — real deployment experience
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GPUs that fit (single card)
RTX 3080
10 GB VRAM
$58.6
/mo · vast
Tesla V100
16 GB VRAM
$66.7
/mo · vast
RTX 4060 Ti
8 GB VRAM
$78.4
/mo · vast
RTX 3080 Ti
12 GB VRAM
$79.5
/mo · vast
RTX 3090
24 GB VRAM
$88.4
/mo · vast