Dolly 15k Dataset
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Dolly 15k Dataset has 11 facts recorded in Dontopedia across 2 references, with 1 live disagreement.
Mostly:has risk(2), has epochs in3 hours(1), has example count(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedHas Riskin disputehasRisk
- Overfit With Variety Risk[1]sourceall time · 163
- will overfit, good variety though[2]all time · Part 163
Has Epochs In3 HourshasEpochsIn3Hours
- 8-9[2]all time · Part 163
Has Example CounthasExampleCount
- 15000[2]all time · Part 163
Has Good VarietyhasGoodVariety
- true[2]all time · Part 163
Will OverfitwillOverfit
- true[2]all time · Part 163
Has Estimated TokenshasEstimatedTokens
- 15000000[2]all time · Part 163
Epochs Within3 HoursepochsWithin3Hours
- 8-9[1]sourceall time · 163
Estimated TokensestimatedTokens
- 15000000[1]sourceall time · 163
Number of ExamplesnumberOfExamples
- 15000[1]sourceall time · 163
Rdfs:labelrdfs:label
- Dolly-15k[1]sourceall time · 163
Inbound mentions (4)
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.
combinesCombines(1)
- Mix Datasets Proposal
ex:mix-datasets-proposal
comparesCompares(1)
- Datasets Table
ex:datasets-table
enablesEpochsForEnables Epochs for(1)
- Processing Capacity
ex:processing-capacity
includesDatasetIncludes Dataset(1)
- Mixed Dataset Proposal
ex:mixed-dataset-proposal
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 (2)
- custom
ctx:discord/blah/watt-activation/163- full textwatt-activation-163text/plain2 KB
doc:agent/watt-activation-163/e4a449f4-a3c6-4218-a558-4a3b1759c8c7Show excerpt
[2026-03-09 18:45] xenonfun: ⏺ Here's the math and my recommendation: 3 hours at ~12K tok/s = ~130M tokens we can process. ``` ┌────────────────────────┬──────────┬─────────────┬───────────────┬───────────────────────────────────┐ │ …
- custom
ctx:discord/blah/watt-activation/part-163
See also
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