llamaperf

DeepSeek V4 Flash 284B (13B active)

on M3 Ultra 512GB · oMLX

Tone: mixedApple hardware
Sep 26, 2026
Throughput
4-7 t/s gen
Quant
MXFP4 (MLX)
System RAM
512 GB

Use cases

tool-useagenticlong-context

Summary

User reports running DeepSeek V4 Flash 0731 on a Mac Studio M3 Ultra with 512GB unified memory, served by oMLX with the MXFP4 MLX weights. Setup uses oMLX with the Vontra/DeepSeek-V4-Flash-0731-MXFP4-MLX model and Hermes Agent pointed at the oMLX endpoint. An earlier Unsloth GGUF attempt ran at around 4-7 tok/s because it fell back to CPU inference. The user hit a cache invalidation problem after 130K tokens, caused by the hot cache size being capped at 30GB, and reports tool-call failures in Unsloth Studio that were traced to the UI not sending the tool template.