Dontopedia

Commit 9d07f130

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

Commit 9d07f130 has 20 facts recorded in Dontopedia across 2 references, with 2 live disagreements.

20 facts·13 predicates·2 sources·2 in dispute

Mostly:includes(6), includes function(3), uses hand derived gradients on(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (7)

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.

analyzedCommitAnalyzed Commit(2)

authoredAuthored(2)

analyzedAnalyzed(1)

confirmsAnalysisConfirms Analysis(1)

framesAsOptimizationFrames As Optimization(1)

Other facts (20)

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.

20 facts
PredicateValueRef
IncludesFast Training Loop[1]
IncludesFast Softmax[2]
IncludesFast Rmsnorm[2]
IncludesFast Linear Backward[2]
IncludesFast Training Loop[2]
IncludesCli Fast Flag[2]
Includes FunctionFast Linear Backward[1]
Includes FunctionFast Rmsnorm[1]
Includes FunctionFast Softmax[1]
Uses Hand Derived Gradients onPlain List List Float Matrices[1]
Appears Focused onOptimizing Microgpt Py[1]
Implies Performance ImprovementCi Training[1]
Located in RepoUncloseai Cli Repo[1]
Results in Speedup forCi Training[1]
Adds Support for FlagFast Flag[1]
Focused on OptimizingMicrogpt Py File[1]
ImplementsVectorized Manual Backpropagation[1]
Rdf:typeCommit[2]
Part ofUncloseai Cli Repo[2]
Focused onMicrogpt Optimization[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.

usesHandDerivedGradientsOnblah/general/part-108
ex:plain-list-list-float-matrices
appearsFocusedOnblah/general/part-108
ex:optimizing-microgpt-py
impliesPerformanceImprovementblah/general/part-108
ex:ci-training
includesblah/general/part-108
ex:fast-training-loop
includesFunctionblah/general/part-108
ex:fast-linear-backward
includesFunctionblah/general/part-108
ex:fast-rmsnorm
includesFunctionblah/general/part-108
ex:fast-softmax
locatedInRepoblah/general/part-108
ex:uncloseai-cli-repo
resultsInSpeedupForblah/general/part-108
ex:ci-training
addsSupportForFlagblah/general/part-108
ex:fast-flag
focusedOnOptimizingblah/general/part-108
ex:microgpt-py-file
implementsblah/general/part-108
ex:vectorized-manual-backpropagation
typeblah/general/108
ex:Commit
partOfblah/general/108
ex:uncloseai-cli-repo
focusedOnblah/general/108
ex:microgpt-optimization
includesblah/general/108
ex:fast_softmax
includesblah/general/108
ex:fast_rmsnorm
includesblah/general/108
ex:fast_linear_backward
includesblah/general/108
ex:fast-training-loop
includesblah/general/108
ex:cli-fast-flag

References (2)

2 references
  1. [1]Part 10812 facts
    ctx:discord/blah/general/part-108
  2. [2]1088 facts
    ctx:discord/blah/general/108
    • full textgeneral-108
      text/plain3 KBdoc:agent/general-108/30d6739b-1b20-4400-83cd-316c15384cd8
      Show excerpt
      [2026-02-17 19:28] uncloseai [bot]: ✅ Analyzed commit 9d07f130 in the uncloseai-cli repo on GitLab. This commit appears to be focused on optimizing the microgpt.py file for the uncloseai CLI by implementing vectorized manual backpropagation

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