training from scratch
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
training from scratch has 7 facts recorded in Dontopedia across 3 references.
Mostly:has r starting at(1), grows r through phase transition(1), has initial r(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (3)
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.
notSuitableForNot Suitable for(1)
- Lohe Optimizer
ex:LoheOptimizer
providesMoreBangForBuckProvides More Bang for Buck(1)
- Fine Tuning
ex:fine-tuning
validityConditionValidity Condition(1)
- Harmonic Features Approx Zero
ex:harmonic-features-approx-zero
Other facts (6)
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 R Starting at | 0.16 | [1] |
| Grows R Through Phase Transition | true | [1] |
| Has Initial R | 0.16 | [2] |
| Involves Process | Growing Through Phase Transition | [2] |
| Ends at | Ordered Phase | [2] |
| Starts at | Disordered Phase | [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.
References (3)
ctx:discord/blah/watt-activation/part-193ctx:discord/blah/watt-activation/193- full textwatt-activation-193text/plain3 KB
doc:agent/watt-activation-193/b982ee37-c42f-49ed-bcc9-0f5b6259a2c9Show excerpt
[2026-03-10 04:26] lisamegawatts: if its now unfrozen, try the energy loss one [2026-03-10 04:26] xenonfun: ``` Root cause: The loss-gradient-derived coupling update is structurally anti-synchronizing. Coupling should be driven by Kuramoto …
ctx:discord/blah/watt-activation/212- full textwatt-activation-212text/plain3 KB
doc:agent/watt-activation-212/6835fc9f-e8f3-4cfe-b6ab-3f16b5dbc7d2Show excerpt
[2026-03-11 04:12] xenonfun: ``` ⏺ The sidecar data is very revealing! Let me respond to the designer message while the run finishes. --- On Omega's optimizer question: RotationalAdamW is exactly the geometry-aware rotation optimizer d…
See also
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