val ppl
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
val ppl has 27 facts recorded in Dontopedia across 10 references, with 1 live disagreement.
Mostly:improves to(3), most valuable with(1), not meaningful in(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.
emphasizesMetricsEmphasizes Metrics(1)
- Summary Message
ex:summary-message
hasBestMetricHas Best Metric(1)
- Row Epoch 7
ex:row-epoch-7
improvesContinuouslyImproves Continuously(1)
- Model
ex:model
logsValMetricsToWandbLogs Val Metrics to Wandb(1)
- Train Multimodal Py
ex:train-multimodal-py
nowHasMetricNow Has Metric(1)
- Wandb Run Srnwita9
ex:wandb-run-srnwita9
reducesValueOfReduces Value of(1)
- Cross Contamination
ex:cross-contamination
Other facts (26)
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 |
|---|---|---|
| Improves to | 166 | [3] |
| Improves to | 160 | [3] |
| Improves to | 154 | [3] |
| Most Valuable With | Clean Train Val Split From Start | [1] |
| Not Meaningful in | Continued Fine Tuning | [1] |
| Not Meaningful | In This Context | [1] |
| Equals | 278.2 | [2] |
| Primary Evaluation Metric | {} | [3] |
| Improves From | 176 | [3] |
| Peaked Earlier Possibly | {} | [3] |
| Decreases Sequentially | {} | [3] |
| Measures Perplexity on Validation | null | [4] |
| Decreases Monotonically | Lohe Optimizer | [5] |
| Is Monotonically Decreasing Every100 Steps | Lohe Optimizer Fine Tune | [5] |
| Lower Is Better | true | [5] |
| Improved From | 1034996 | [6] |
| Improved to | 468160 | [6] |
| Decreases Linearly From | 350.1 | [7] |
| Decreases to | 349.6 | [7] |
| Equals417 After | 1 Epoch | [8] |
| Indicates Semantic Failure | Grokking | [8] |
| Worse Than | Train Loss | [9] |
| Has Plateaued | Shakespeare Training Run | [9] |
| Improves to Best | 6.1 | [9] |
| Peaks Best at | Epoch 7 | [9] |
| Status | plateaued | [10] |
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 (10)
ctx:discord/blah/watt-activation/part-41ctx:discord/blah/watt-activation/part-122ctx:discord/blah/watt-activation/part-169ctx:discord/blah/watt-activation/part-177ctx:discord/blah/watt-activation/part-192ctx:discord/blah/watt-activation/part-190ctx:discord/blah/watt-activation/part-193ctx:discord/blah/watt-activation/part-228ctx:discord/blah/watt-activation/part-347ctx:discord/blah/watt-activation/345- full textwatt-activation-345text/plain3 KB
doc:agent/watt-activation-345/c59946eb-7ad9-465b-939c-f70436033800Show excerpt
[2026-03-16 01:39] xenonfun: ⏺ Yes — principled noise injection is exactly what communications systems do. Three reasons it could help: 1. Stochastic resonance. In nonlinear systems (which Lohe sync IS), a small amount of noise can actua…
See also
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