Qwen2.5-Coder-7B-Instruct-4bit
3 workload results across 2 hardware configurations.
Fastest known config
138.6 decode tok/s
on M3 Ultra (60-core GPU) + 96GB unified via mlx — see full run
M3 Pro (18-core GPU) + 36GB unified
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | mlx@0.31.3 | — | no data | no data | no data | r_kgja7w1u07z |
| chat-short | mlx@0.31.3 | — | no data | no data | no data | r_q5ntzf3cb7f |
M3 Ultra (60-core GPU) + 96GB unified
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | mlx@0.31.3 | — | 138.6tok/s | 539.6tok/s | 243ms | r_uoehjq0nvc0 |