Dontopedia

Simple Parameter Tuning

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

Simple Parameter Tuning has 2 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

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

Other facts (2)

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.

2 facts
PredicateValueRef
Will Not FixIssue[1]
Will Not FixCodebook Usage Issue[2]

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.

2 undated
—
willNotFixblah/watt-activation/part-282
ex:issue
—
willNotFixblah/watt-activation/280
ex:codebook-usage-issue

References (2)

2 references
  1. [1]Part 2821 fact
    ctx:discord/blah/watt-activation/part-282
  2. [2]2801 fact
    ctx:discord/blah/watt-activation/280
    • full textwatt-activation-280
      text/plain2 KBdoc:agent/watt-activation-280/4706b1d1-971f-4a85-9e69-f1be1b2b13c8
      Show excerpt
      [2026-03-13 23:07] xenonfun: ``` The fundamental finding: The codebook doesn't carry meaningful information. Loss is identical with or without VQ. Utilization is 1-2% everywhere. The model learns byte prediction entirely through the b…

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

↑