Two-phase training
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Two-phase training has 11 facts recorded in Dontopedia across 4 references, with 2 live disagreements.
Mostly:consists of phases(2), involves phase(2), is next step(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (5)
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advocatesAdvocates(1)
- Responder
ex:responder
categorizesAsWorkingCategorizes As Working(1)
- Clean Takeaway
ex:clean-takeaway
implementsImplements(1)
- Kick Model Rs
ex:kick-model-rs
implementsFeatureImplements Feature(1)
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isImplementingIs Implementing(1)
- Xenonfun
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Other facts (10)
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 |
|---|---|---|
| Consists of Phases | Phase 1 | [2] |
| Consists of Phases | Phase 2 | [2] |
| Involves Phase | Use Codes | [3] |
| Involves Phase | Form Codes | [3] |
| Is Next Step | null | [1] |
| Differs From Tuning | null | [1] |
| Prevents Collapse | Codes | [2] |
| Enables Code Formation | Form Codes | [3] |
| Rdf:type | Training Strategy | [4] |
| Phase Description | form codes, then use codes | [4] |
Timeline
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References (4)
ctx:discord/blah/watt-activation/part-282ctx:discord/blah/watt-activation/part-284ctx:discord/blah/watt-activation/part-286ctx:discord/blah/watt-activation/284- full textwatt-activation-284text/plain2 KB
doc:agent/watt-activation-284/c0d87175-584d-4268-9b87-d373d011109eShow excerpt
[2026-03-13 23:50] xenonfun: Claude: ``` ⏺ Clean takeaway: What works: - Spherical VQ architecture on S^{d-1} - Two-phase training (form codes, then use codes) - Assignment density scaling law (~4 pos/code minimum) - Direction+g…
See also
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