Dontopedia

Spectral

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

Spectral has 18 facts recorded in Dontopedia across 2 references, with 2 live disagreements.

18 facts·10 predicates·2 sources·2 in dispute

Mostly:has ppl at step(7), rdf:type(1), output characteristic(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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hasTargetHas Target(1)

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.

16 facts
PredicateValueRef
Has Ppl at Step1140[2]
Has Ppl at Step561[2]
Has Ppl at Step501[2]
Has Ppl at Step373[2]
Has Ppl at Step260[2]
Has Ppl at Step219[2]
Has Ppl at Step239[2]
Rdf:typeModel[1]
Output Characteristiclonger word-like runs[1]
Generation Speed~400 tok/s[1]
Output Tendencyrun-on noun phrases[1]
Has5 D Tensorfalse[1]
Has Ppl At1 K239[2]
Has Tokens Per Second56931[2]
Has Parameter Count16900000[2]
Has Algorithm Featurespectral Funk-Hecke decomposition[2]

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.

labelblah/watt-activation/231
Spectral
typeblah/watt-activation/231
ex:Model
outputCharacteristicblah/watt-activation/231
longer word-like runs
generationSpeedblah/watt-activation/231
~400 tok/s
outputTendencyblah/watt-activation/231
run-on noun phrases
has5DTensorblah/watt-activation/231
false
labelblah/watt-activation/317
Spectral Model
hasPplAtStepblah/watt-activation/317
1140
hasPplAtStepblah/watt-activation/317
561
hasPplAtStepblah/watt-activation/317
501
hasPplAtStepblah/watt-activation/317
373
hasPplAtStepblah/watt-activation/317
260
hasPplAtStepblah/watt-activation/317
219
hasPplAtStepblah/watt-activation/317
239
hasPplAt1Kblah/watt-activation/317
239
hasTokensPerSecondblah/watt-activation/317
56931
hasParameterCountblah/watt-activation/317
16900000
hasAlgorithmFeatureblah/watt-activation/317
spectral Funk-Hecke decomposition

References (2)

2 references
  1. [1]2316 facts
    ctx:discord/blah/watt-activation/231
    • full textwatt-activation-231
      text/plain3 KBdoc:agent/watt-activation-231/144dba3f-0795-44b9-bf95-26e9936992c9
      Show excerpt
      [2026-03-11 20:03] xenonfun: Loading checkpoint: checkpoints/bpe8k_spectral/best Model: spectral+lohe_v3 d=832 L=6 H=4 25.7M params vocab=8192 loaded in 24ms Tokenizer: BPE-8K (vocab=8192, eos_id=1) Mode: raw temp=0.8 top_k=40 rep_
  2. [2]31712 facts
    ctx:discord/blah/watt-activation/317
    • full textwatt-activation-317
      text/plain3 KBdoc:agent/watt-activation-317/e0764d57-60a8-4a78-96f1-216f7d44aef0
      Show excerpt
      [2026-03-15 02:30] xenonfun: ⏺ 1K Steps with Cosine LR + lr_scaled Rotation (base=0.3) ``` Learning Curves (PPL) ┌──────┬──────────┬───────────────┬──────────┐ │ Step │ Spectral │ LoheSpherical │ Star+KAN │ ├──────┼──────────┼─────

See also

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