Sep 26, 2026
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.