Dontopedia

harmonic_coeffs

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

harmonic_coeffs is G×H learned frequency weights.

16 facts·12 predicates·8 sources·2 in dispute

Mostly:rdf:type(3), structured as(1), initializes groups(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (6)

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.

couldNotFindLiveAttentionPathUseForCould Not Find Live Attention Path Use for(1)

includesIncludes(1)

removedCodeRemoved Code(1)

updatesUpdates(1)

updatesParameterUpdates Parameter(1)

wasJustInitializingTensorAndNeverReadingWas Just Initializing Tensor and Never Reading(1)

Other facts (14)

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.

14 facts
PredicateValueRef
Rdf:typeParameter[4]
Rdf:typeModel Parameter[6]
Rdf:typeModel Parameter[7]
Structured AsCos Ω G·k[1]
Initializes Groups[:, 1] = 1.0[1]
Is Gtimes HTrue[2]
Was Completely Dangling inLohe Spherical Attention[3]
Had Gradient Magnitude0[4]
Needs Room toevolve[5]
Updated in Versionv2[7]
DescriptionG×H learned frequency weights[7]
Was Dangling inLohe Spherical Attention[8]
Has No Live UseAttention Path[8]
Located in RepoLegacy Ffn Branches[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.

16 undated
—
structuredAsblah/watt-activation/part-184
ex:cos-ω-g·k
—
initializesGroupsblah/watt-activation/part-184
[:, 1] = 1.0
—
isGtimesHblah/watt-activation/part-210
ex:true
—
wasCompletelyDanglingInblah/watt-activation/part-261
ex:lohe-spherical-attention
—
typeblah/watt-activation/190
ex:Parameter
—
labelblah/watt-activation/190
harmonic_coeffs
—
hadGradientMagnitudeblah/watt-activation/190
0
—
needsRoomToblah/watt-activation/192
evolve
—
typeblah/watt-activation/198
ex:ModelParameter
—
typeblah/watt-activation/209
ex:ModelParameter
—
updatedInVersionblah/watt-activation/209
v2
—
descriptionblah/watt-activation/209
G×H learned frequency weights
—
wasDanglingInblah/watt-activation/259
ex:LoheSphericalAttention
—
hasNoLiveUseblah/watt-activation/259
ex:attention-path
—
locatedInRepoblah/watt-activation/259
ex:legacy-FFN-branches
—
labelblah/watt-activation/259
harmonic_coeffs

References (8)

8 references
  1. [1]Part 1842 facts
    ctx:discord/blah/watt-activation/part-184
  2. [2]Part 2101 fact
    ctx:discord/blah/watt-activation/part-210
  3. [3]Part 2611 fact
    ctx:discord/blah/watt-activation/part-261
  4. [4]1903 facts
    ctx:discord/blah/watt-activation/190
    • full textwatt-activation-190
      text/plain3 KBdoc:agent/watt-activation-190/afd2a2d6-55fc-43d9-9655-83cd2755213f
      Show excerpt
      [2026-03-10 03:51] xenonfun: ⏺ The fix is working. Here's the comparison: ``` ┌────────────────┬────────────────┬────────────────────────────┐ │ Metric │ Before fix │ After fix │ ├────────────────┼────────…
  5. [5]1921 fact
    ctx:discord/blah/watt-activation/192
    • full textwatt-activation-192
      text/plain3 KBdoc:agent/watt-activation-192/c3ca4e62-2524-47f4-9e3e-6cb28f08f78c
      Show excerpt
      [2026-03-10 04:10] xenonfun: ⏺ Working correctly now. Full comparison: ```┌──────────────────────┬────────────────────┬─────────────────────────┐ │ │ RotAdamW fine-tune │ LoheOptimizer fine-tune │ ├─────────────────…
  6. [6]1981 fact
    ctx:discord/blah/watt-activation/198
    • full textwatt-activation-198
      text/plain2 KBdoc:agent/watt-activation-198/ea2dbbd7-7d1c-4ba2-9281-56322a048288
      Show excerpt
      [2026-03-10 06:11] xenonfun: ``` ⏺ --- Summary #1 — features tensor restored One line in lohe_ffn.py. The optimizer already had the branch ready (if 'features' in metrics:). What activates now: - W_out[:, 32..92] (weighted harmon…
  7. [7]2093 facts
    ctx:discord/blah/watt-activation/209
    • full textwatt-activation-209
      text/plain2 KBdoc:agent/watt-activation-209/d7eabcf9-d506-432f-9a2c-b25cf5ef8ccd
      Show excerpt
      [2026-03-11 03:51] xenonfun: ```# coupling (K) and adjacency are structural constants — not updated. 598 + # v2: update harmonic_coeffs (G×H learned frequency weights) 599 + # v3: update mode_amplitudes (k scalars,…
  8. [8]2594 facts
    ctx:discord/blah/watt-activation/259
    • full textwatt-activation-259
      text/plain3 KBdoc:agent/watt-activation-259/b2e296e0-fb4d-4e37-8eb5-edb6b6f98d8d
      Show excerpt
      [2026-03-12 20:52] ajaxdavis: they got a frontend role, im gonna apply for my own made up role on their behalf somewhere in between [2026-03-12 21:10] xenonfun: its pretty rough at visuals, forgetting axis labels other things but it works w…

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

↑