Andres Felipe Ceballos

Andres Felipe Ceballos

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Building VirtualGPU
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Andres Felipe Ceballosstarted a discussion

💻 Training Llama 3.1-8B 6× faster… on a MacBook M1 (16 GB)

Day 0 of a build-in-public adventure. This week I managed to full fine-tune Llama 3.1-8B on my everyday MacBook M1 (16 GB) — and got a 6× speedup compared to a standard setup. That run was just the first test case... This started as an experiment: Full fine-tuning usually means $30K+ GPU clusters Most devs are stuck with LoRA adapters(Not bad, but not always sufficient) Real model ownership is...

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