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Transformer Math & CPU SLM
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6 phases: data → train → eval → convert → quantize → serve.
What you're seeing
End-to-end lifecycle on a 32GB workstation. Walk through each phase.
★ KEY TAKEAWAY
Full CPU SLM lifecycle: tokenize → train → eval → convert → quantize → serve. All on a 32GB workstation.
▶ WHAT TO TRY
Click
Next phase
to walk through each step.
llama.cpp's tooling makes phases 4-6 (convert + quantize + serve) three single commands.