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Apples® to Apples®: MLX vs llama.cpp for Gemma 4 12B

ziraph.com · published 5 June 2026

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https://groundy.com/articles/mlx-vs-llamacpp-on-apple-silicon-which-runtime-to-use-for-local-llm-inference/

groundy.com

https://arxiv.org/abs/2601.19139

arxiv.org

https://github.com/Blaizzy/mlx-vlm/pull/893

github.com

https://theagenttimes.com/articles/gguf-outpaces-mlx-for-gemma-4-on-apple-silicon-developers-re-ca3911a0

theagenttimes.com

https://huggingface.co/unsloth/gemma-4-12b-it

huggingface.co

https://github.com/ml-explore/mlx-lm/blob/main/mlx_lm/convert.py

github.com

https://www.local-llm.net/compare/llama-cpp-vs-mlx/

local-llm.net

https://github.com/ml-explore/mlx-lm/issues/763

github.com

https://arxiv.org/abs/2502.05317

arxiv.org

https://github.com/ggerganov/llama.cpp/discussions/4167

github.com

https://github.com/ml-explore/mlx-lm/issues/980

github.com

https://medium.com/@andreask_75652/benchmarking-apples-mlx-vs-llama-cpp-bbbebdc18416

medium.com

Ollama is now powered by MLX on Apple Silicon in preview Read at the source ↗