Fine-tuning configurations
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Fine-tuning configurations has 11 facts recorded in Dontopedia across 4 references, with 1 live disagreement.
Mostly:task example(2), necessary for(1), is confirmed(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (8)
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.
actionAction(1)
- Step 3
ex:step-3
ensuresReproducibilityEnsures Reproducibility(1)
- Numpy Seed
ex:numpy-seed
hasFineTuneGoalHas Fine Tune Goal(1)
- It
ex:it
isBackpropFreeIs Backprop Free(1)
- Lohe Optimizer Log
ex:lohe-optimizer-log
notSuitableForNot Suitable for(1)
- Explosive Synchronization
ex:explosive-synchronization
processingModeProcessing Mode(1)
- Small Linear Layer
ex:small-linear-layer
successfullyValidatedSuccessfully Validated(1)
- R Kan 0.5 Fix
ex:r_kan-0.5-fix
usesUses(1)
- Turn 2684
ex:turn-2684
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 |
|---|---|---|
| Task Example | Topic Classification | [4] |
| Task Example | Sentiment | [4] |
| Necessary for | Natural Termination | [1] |
| Is Confirmed | val ppl 349.9 ✓ | [2] |
| Is Successful | true | [2] |
| Presupposes Baseline | Documented 349.6 | [2] |
| Presupposes Importance of | Val Ppl Metric | [2] |
| Works Correctly | true | [2] |
| Achieved Val Ppl | 349.9 | [2] |
| Rdf:type | Project Action | [3] |
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 (4)
ctx:discord/blah/watt-activation/part-26ctx:discord/blah/watt-activation/part-196ctx:claims/beam/0d2866d1-0e63-42fc-a73c-45169daf02f6- full textbeam-chunktext/plain1 KB
doc:beam/0d2866d1-0e63-42fc-a73c-45169daf02f6Show excerpt
| Configure backup and disaster recovery | 4-6 | | Set up CI/CD pipeline | 4-6 | | Configure security patches and updates | 2-4 | | Document setup and configuration | 4-6 | ### Total Estimated Hours: 60-96 hours These refined estimates sh…
ctx:discord/blah/watt-activation/223- full textwatt-activation-223text/plain2 KB
doc:agent/watt-activation-223/5ca6c9c7-cd04-43a7-bc21-d7dc83321f1bShow excerpt
[2026-03-11 05:06] xenonfun: oh that was older checkpoint ... ⏺ The probe works. But this checkpoint uses spectral+lohe_v2 (not v3), so no mode_power field. The r values are flat across blocks (0.49–0.63) — that's expected for eval mode o…
See also
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