Dec 05, 2025 6 min read#MLOps#Fine-tuning#Python
Fine-tuning LoRA Models on a MacBook Pro
A guide on optimizing memory usage and managing disk space when fine-tuning small language models locally.
Low-Rank Adaptation (LoRA) makes it feasible to fine-tune capable models on consumer hardware by training a small set of adapter weights instead of the full network.
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