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Rotadamw Fine Tune

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Rotadamw Fine Tune has 14 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

14 facts·12 predicates·2 sources·1 in dispute

Mostly:has wall time(2), has tokens per second(2), has aggressive descent(1)

Maturity scale raw canonical shape-checked rule-derived certified

Has Wall Timein disputehasWallTime

  • 3[2]all time · 192
  • 3.0 min[1]all time · Part 192

Has Tokens Per SecondhasTokensPerSecond

  • 11443[2]all time · 192
  • 11443[1]all time · Part 192

Has Aggressive DescenthasAggressiveDescent

  • true[1]all time · Part 192

Has Train Loss Last50hasTrainLossLast50

  • 5.876[1]all time · Part 192

Has Val Ppl At100hasValPplAt100

  • 351.2[1]all time · Part 192

Has Val Ppl At500hasValPplAt500

  • 348.4[1]all time · Part 192

Uses Backward PassusesBackwardPass

  • true[1]all time · Part 192

Has DescenthasDescent

  • slightly more aggressive descent[2]sourceall time · 192

Has Training Loss Last50hasTrainingLossLast50

  • 5.876[2]sourceall time · 192

Has Validation Perplexity at Step100hasValidationPerplexityAtStep100

  • 351.2[2]all time · 192

Has Validation PerplexityhasValidationPerplexity

  • 348.4[2]all time · 192

Rdf:typerdf:type

Inbound mentions (5)

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.

comparesOptimizersCompares Optimizers(1)

hasVirtuallyIdenticalQualityToHas Virtually Identical Quality to(1)

is1.33TimesFasterThanIs1.33 Times Faster Than(1)

matchesTrainLossExactlyMatches Train Loss Exactly(1)

worseThanAt100ForRotadamwWorse Than At100 for Rotadamw(1)

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.

hasAggressiveDescentblah/watt-activation/part-192
true
hasDescentblah/watt-activation/192
slightly more aggressive descent
hasTokensPerSecondblah/watt-activation/192
11443
hasTokensPerSecondblah/watt-activation/part-192
11443
hasTrainingLossLast50blah/watt-activation/192
5.876
hasTrainLossLast50blah/watt-activation/part-192
5.876
hasValidationPerplexityblah/watt-activation/192
348.4
hasValidationPerplexityAtStep100blah/watt-activation/192
351.2
hasValPplAt100blah/watt-activation/part-192
351.2
hasValPplAt500blah/watt-activation/part-192
348.4
hasWallTimeblah/watt-activation/192
3
hasWallTimeblah/watt-activation/part-192
3.0 min
typeblah/watt-activation/192
ex:OptimizationMethod
usesBackwardPassblah/watt-activation/part-192
true

References (2)

2 references
  1. [1]Part 1927 facts
    customctx:discord/blah/watt-activation/part-192
  2. customctx:discord/blah/watt-activation/192
    • full textwatt-activation-192
      text/plain3 KBdoc:agent/watt-activation-192/c3ca4e62-2524-47f4-9e3e-6cb28f08f78c
      Show excerpt
      [2026-03-10 04:10] xenonfun: ⏺ Working correctly now. Full comparison: ```┌──────────────────────┬────────────────────┬─────────────────────────┐ │ │ RotAdamW fine-tune │ LoheOptimizer fine-tune │ ├─────────────────

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