From Scratch Training
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
From Scratch Training has 8 facts recorded in Dontopedia across 5 references.
Mostly:is new feature(1), parameter count(1), creates new model from random init(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound 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.
breaksBreaks(1)
- Energy Drive
ex:energy-drive
exhibitsStrongConvergenceExhibits Strong Convergence(1)
- Rotational Adam W
ex:rotational-adam-w
hasTrainingMethodHas Training Method(1)
- Repository
ex:repository
holdsForHolds for(1)
- Assumption Harmonic Features Zero
ex:assumption-harmonic-features-zero
isExpectedIs Expected(1)
- Performance Gap
ex:performance-gap
supportsModeSupports Mode(1)
- Training System
ex:training-system
Other facts (8)
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 |
|---|---|---|
| Is New Feature | true | [1] |
| Parameter Count | 11700000 | [1] |
| Creates New Model From Random Init | true | [1] |
| Resumes From Checkpoint9198 | true | [1] |
| Is Hardest Case | Training Cases | [2] |
| Starts With | Random Init | [3] |
| Uses Best Checkpoints | true | [4] |
| Rdf:type | Training Regime | [5] |
Timeline
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References (5)
ctx:discord/blah/watt-activation/part-18ctx:discord/blah/watt-activation/part-190ctx:discord/blah/watt-activation/part-194ctx:discord/blah/watt-activation/18- full textwatt-activation-18text/plain3 KB
doc:agent/watt-activation-18/812b86dc-f424-4d37-b858-94cd90ca9fbfShow excerpt
[2026-03-04 05:47] xenonfun: feat: Complete training system with optimizations - 68x speedup with optimized MLX conv1d - Parallel tokenizer with caching - From-scratch training with best checkpoints - Async checkpoint saving - Learning rate…
ctx:discord/blah/watt-activation/194
See also
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