Dontopedia

Solution Contrastive Training

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

Solution Contrastive Training has 3 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.

3 facts·2 predicates·1 sources·1 in dispute
Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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.

proposesSolutionProposes Solution(1)

Other facts (3)

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.

3 facts
PredicateValueRef
InvolvesCaptions[1]
InvolvesPatch Sets[1]
Occurs DuringDiffusion Training[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.

involvesblah/watt-activation/273
ex:captions
involvesblah/watt-activation/273
ex:patch-sets
occursDuringblah/watt-activation/273
ex:diffusion-training

References (1)

1 references
  1. [1]2733 facts
    ctx:discord/blah/watt-activation/273
    • full textwatt-activation-273
      text/plain2 KBdoc:agent/watt-activation-273/7810e07f-a161-4ed5-9f12-f97e46da4ae2
      Show excerpt
      [2026-03-13 19:06] xenonfun: ``` ⏺ The results tell a clear story. Let me parse them: Conditional vs unconditional — working: - Any named prompt vs <unconditional>: mean-field distance 0.21–0.26 consistently - The model knows "has te

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