step()
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
step() has 18 facts recorded in Dontopedia across 8 references, with 1 live disagreement.
Mostly:has known limitation(1), uses raw phases(1), has only current token(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (8)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
hasMethodHas Method(3)
- Antenna Model
ex:antenna-model - Attention Class
ex:attention-class - Resonance Attention
ex:resonance-attention
changesComputationOfChanges Computation of(1)
- Incremental Kuramoto Sync
ex:incremental-kuramoto-sync
comparesMethodCompares Method(1)
- Different Decoding Values
ex:different-decoding-values
excludesNeedInMethodExcludes Need in Method(1)
- Code Change 7 1
ex:code-change-7-1
occursInOccurs in(1)
- Eff Count Division
ex:eff-count-division
targetsMatchingMethodTargets Matching Method(1)
- Normalization Consistency Fix
ex:normalization-consistency-fix
Other facts (16)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Has Known Limitation | Kuramoto Sync Skipping | [1] |
| Uses Raw Phases | true | [1] |
| Has Only Current Token | true | [1] |
| Does Not Apply Sync When | n_sync_steps > 0 | [1] |
| Skips Sync Entirely | true | [1] |
| Maintains State Token by Token | Recurrent State | [2] |
| Differs From | Call Method | [3] |
| Avoids Python Branching on | Array Values | [4] |
| Compile Safe Due to No | Item Calls | [4] |
| Looks Compile Safe | No Item Calls | [4] |
| Performs Squeeze | Length 1 Dimension | [5] |
| Normalizes by | Incrementally Growing Eff Count | [6] |
| Has Data Access | Current Token | [7] |
| Currently Implements | No Sync Behavior | [7] |
| Maintains | Final Recurrent State | [8] |
| Processing Granularity | token-by-token | [8] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (8)
ctx:discord/blah/watt-activation/part-109ctx:discord/blah/watt-activation/part-158ctx:discord/blah/watt-activation/part-201ctx:discord/blah/watt-activation/part-329ctx:discord/blah/watt-activation/78- full textwatt-activation-78text/plain2 KB
doc:agent/watt-activation-78/29aa0ca9-9bd7-4e6c-a0f9-62769e7f15b8Show excerpt
[2026-03-07 19:03] xenonfun: ``` 25/25 still passing. Re your points: - 7.1: Added mx.contiguous() before folding in __call__. No need in step() since the squeeze already collapses the length-1 dim, producing contiguous output. - 7.2…
ctx:discord/blah/watt-activation/106- full textwatt-activation-106text/plain3 KB
doc:agent/watt-activation-106/1cc0dbfa-458e-4f02-b7b6-1c37e3d3a7f8Show excerpt
[2026-03-08 19:52] xenonfun: ``` total used free wired compressed 98304Mi 88429Mi 8982Mi 59988Mi 100Mi ``` (files: Screenshot_2026-03-08_at_3.52.13_PM.png) [2026-03-08 19:57] xenon…
ctx:discord/blah/watt-activation/109- full textwatt-activation-109text/plain3 KB
doc:agent/watt-activation-109/4ebcaf29-8e8c-435b-91fc-5790f13dba4dShow excerpt
[2026-03-08 21:13] xenonfun: ``` ⏺ All done. Here's the full summary of what the review found and fixed: Critical fixes: - _dtype_eps inconsistency — standardized all calls to use q_feat.dtype (not x.dtype) so forward/step match - Re…
ctx:discord/blah/watt-activation/158- full textwatt-activation-158text/plain2 KB
doc:agent/watt-activation-158/746cbfb1-750c-4df5-ae90-78f0235bc1e9Show excerpt
[2026-03-09 16:27] xenonfun: ⏺ For batch prefill, each attention class's forward() currently runs _gated_cumsum over the full sequence and returns output — but throws away the final recurrent state. The step() method maintains that state …
See also
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