study path

~1–2 days · offline · no invented numbers

1. map — this portal · sources
2. Inkling — SPEC → modular_inkling.py
3. Laguna — SPEC → layer schedule → serve/thinking
4. Kimi K3 — SPEC → KDA → API → limits
5. compare · MSc when ready

python3 studies/run.py test

Inkling: 975B/41B · 6/256+2 · 1M
Laguna S 2.1: 118B/8B · 10/256+1 · 1M
Kimi K3: 2.8T · 16/896 · 1M · active undisclosed

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