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/Qwen2.5-Coder-7B-Instruct-abliterated-GGUF
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA B300 | 292.21 tok/s | 288GB | ✓ Measured |
| NVIDIA B200 | 276.57 tok/s | 192GB | ✓ Measured |
| NVIDIA H200 | 270.92 tok/s | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 264.24 tok/s | 80GB | ✓ Measured |
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 257.07 tok/s | 96GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 166.84 tok/s | 80GB | ✓ Measured |
| NVIDIA A100 40GB SXM4 | 159.76 tok/s | 40GB | Est. |
| NVIDIA L40S | 142.97 tok/s | 48GB | ✓ Measured |
| NVIDIA A10G | 91.41 tok/s | 24GB | ✓ Measured |
| NVIDIA L4 | 53.02 tok/s | 24GB | ✓ Measured |
| NVIDIA T4 | 37.31 tok/s | 16GB | ✓ Measured |
NVIDIA B300 is the fastest card we've measured running Qwen2.5-Coder-7B-Instruct-abliterated, at 292.21 tok/s.
NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs Qwen2.5-Coder-7B-Instruct-abliterated, at 37.31 tok/s.