llamaperf

Qwen3.6 27B

on M3 Max 96GB · oMLX

Tone: negativeApple hardware
Sep 12, 2026
Throughput
7.4 t/s gen · 121.3 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
8bit (MLX)
System RAM
96 GB

Summary

User reports Qwen3.6 27B at 7.4 t/s generation and 121.3 t/s prompt processing on an M3 Max 96GB. Setup is oMLX with the MLX 8-bit model at pp1024/tg128, using 28.34 GB peak memory. A pp4096/tg128 run reached 8.8 t/s generation and 133.8 t/s prompt processing. Continuous batching at 4x reached 19.9 t/s aggregate generation. User is new to LLMs and asks whether the slow speed is due to the dense model or a setup problem.