A model that doesn't fit doesn't run slowly, it doesn't run. Here's every card from our bench, sorted by measured speed.
Weights: bartowski/Llama-3.2-3B-Instruct-uncensored-GGUF
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA B300 | 448.94 tok/s | 288GB | ✓ Measured |
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 440.15 tok/s | 96GB | ✓ Measured |
| NVIDIA H200 | 429.78 tok/s | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 424.25 tok/s | 80GB | ✓ Measured |
| NVIDIA B200 | 419.24 tok/s | 192GB | ✓ Measured |
| NVIDIA L40S | 271.01 tok/s | 48GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 269.13 tok/s | 80GB | ✓ Measured |
| NVIDIA A100 40GB SXM4 | 260.83 tok/s | 40GB | Est. |
| NVIDIA A10G | 167.63 tok/s | 24GB | ✓ Measured |
| NVIDIA L4 | 101.16 tok/s | 24GB | ✓ Measured |
| NVIDIA T4 | 86.29 tok/s | 16GB | ✓ Measured |
NVIDIA B300 is the fastest card we've measured running Llama-3.2-3B-Instruct-uncensored, at 448.94 tok/s.
NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs Llama-3.2-3B-Instruct-uncensored, at 86.29 tok/s.