Study path
~1–2 days · offline · no invented numbers
home
Inkling
Kimi K3
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study path
sources
MSc
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Map (20 min) —
this portal ·
sources ·
dashboard
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Inkling deep (half day) —
map → SPEC → architecture → modular walkthrough with vendored
modular_inkling.py
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Kimi K3 deep (half day) —
map → SPEC + lineage → KDA notes → API protocol → limitations / open questions
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Compare again (30 min) —
comparison; answer: which long-context bet? which MoE story for production? what would you fine-tune first?
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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
- Inkling: ~975B / 41B · 6/256+2 · relative PE · SWA/global · image+audio · 1M
- Kimi K3: 2.8T · 16/896 · KDA+AttnRes · vision/video · 1M · active undisclosed · weights ETA 2026-07-27