Why it matters
Unsloth accelerates local FT. Understanding shapes tooling.
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The architecture
Custom Triton kernels.
Optimized 4-bit + LoRA.
HF-compatible API.
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How it works end to end
unsloth.ai open source.
Colab-friendly.
Growing model support.
Local FT accessible.