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Fine-Tuning Gemma for Personality - Part 3: Training on Apple Silicon
Building Bart Gottschalk 12/22/25 Building Bart Gottschalk 12/22/25

Fine-Tuning Gemma for Personality - Part 3: Training on Apple Silicon

Five minutes and no API costs to fine-tune a 1 billion parameter language model on my laptop. No cloud GPUs, no monthly fees, no time limits. Just Apple Silicon and PyTorch.

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Fine-Tuning Gemma for Personality - Part 1: Why Fine-Tune a 6-Year-Old?
Learning Bart Gottschalk 12/17/25 Learning Bart Gottschalk 12/17/25

Fine-Tuning Gemma for Personality - Part 1: Why Fine-Tune a 6-Year-Old?

I taught an AI to talk like Bluey Heeler from the kids' show. Not through prompt engineering or RAG—through fine-tuning a small language model on 111 conversation examples. Five minutes of training on my MacBook. The model learned to mimic her speech patterns.

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