Qwen2.5-14B-Instruct-4bit
2 workload results across 2 hardware configurations.
Fastest local config
70.9 decode tok/s
on M3 Ultra (60-core GPU) + 96GB unified via mlx (4bit) — see full run
Local runs (2 runs)
Runs from contributors' own machines via MLX, llama.cpp, vLLM, exllamav2, or ollama. Signed on the submitter's hardware.
M3 Pro (18-core GPU) + 36GB unified
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | mlx@0.31.3 | 4bit | 14.41tok/s | 117.9tok/s | 1,111ms | r_ia73dzeue0b |
M3 Ultra (60-core GPU) + 96GB unified
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | mlx@0.31.3 | 4bit | 70.85tok/s | 301.7tok/s | 434ms | r_v4bq1sviz4o |