study path

~1–2 days · offline · no invented numbers

1. map — this portal · sources · dataset dashboard
2. Inkling — SPEC → arch → modular_inkling.py
3. Kimi K3 — SPEC → lineage → KDA → API → limits
4. compare — long-ctx bet · MoE for production · what to fine-tune
5. MSc — notebook when data is local

python3 studies/run.py test

Inkling: 975B/41B · 6/256+2 · relative · SWA · image+audio · 1M
Kimi K3: 2.8T · 16/896 · KDA+AttnRes · 1M · active undisclosed · weights 2026-07-27

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