- Learning cache: expert usage persists in <SNAP>/.coli_usage across sessions
(atomic save every turn); at startup the hottest experts are auto-pinned in
RAM with half the expert budget (AUTOPIN=0 disables). The engine gets faster
the more you use it.
- Sampling: temperature + nucleus (official 1.0/0.95 defaults in chat; TEMP=0
= greedy). MTP/n-gram speculation stays lossless via rejection sampling
(accept draft w.p. p(draft); on reject resample with draft banned).
- coli: --temp flag.
- Converter: --indexer mode extracts DSA lightning-indexer weights
(resumable; needed for future sparse attention beyond 2048 ctx).
- pin_load/stats include the MTP row; usage histogram covers layer 78.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
JustVugg
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