Apple’s framework for running and training models on Mac unified memory.
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Unified memory counts RAM and VRAM together; 8 GB fits small models only.
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MLX is Apple’s array framework for machine learning on Apple Silicon, and mlx-lm wraps it into local LLM chat, serving, and LoRA fine-tuning. It uses unified memory the way CUDA stacks cannot. Framework, not a finished product.
Metal kernels · unified memory · mlx-lm chat and serve · fine-tuning recipes