Oct 3, 2026
Use cases
codingagentic
Summary
User benchmarks DeepSeek-Coder-V2-Lite-Instruct at 125.8 tok/s generation and 363.9 tok/s prompt processing on an Apple M5 Pro with 24GB unified memory.
Setup is MLX with a 4bit quant (8.2GB) on a single machine, running a fixed coding task capped at 1500 output tokens.
The model produced correct working code; the user notes that 24GB has a hard ceiling around 20GB models and that background downloads measurably affect tok/s.