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GGUF vs MLX on Apple Silicon

Jun 18, 2026

Everyone says the same thing: MLX is faster on Apple Silicon, and it makes sense, MLX was built for Apple's chips. I wanted to see if that holds up, so I tested it. I took Gemma 4 26B in both formats, GGUF and MLX, and ran the same tests on each, on my M3 Ultra.

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Working Models

Weekly lab notes from my AI builds: what I tried, what actually happened. Configs and numbers kept in.

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