Study path

~1–2 days · offline · no invented numbers


  1. Map (20 min) — this portal · sources · dashboard
  2. Inkling deep (half day) — map → SPEC → architecture → modular walkthrough with vendored modular_inkling.py
  3. Kimi K3 deep (half day) — map → SPEC + lineage → KDA notes → API protocol → limitations / open questions
  4. Compare again (30 min)comparison; answer: which long-context bet? which MoE story for production? what would you fine-tune first?
  5. MSc (optional)dissertation · notebook needs local data + TF/Keras to run

Offline verify

python3 studies/run.py test
# expect: validate OK inkling · validate OK kimi-k3 · package check OK

One-liner facts

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