Comparison Table 1

as donto believed on

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

Comparison Table 1 has 31 facts recorded in Dontopedia across 3 references, with 6 live disagreements.

31 facts·13 predicates·3 sources·6 in dispute

Mostly:compares metric(9), row content(3), column predicted(3)

Other facts (31)

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.

31 facts

Predicate	Value	Ref
Compares Metric	Bpb Metric	[1]
Compares Metric	Avg Words Metric	[1]
Compares Metric	English Words Metric	[1]
Compares Metric	Params Metric	[1]
Compares Metric	Loss	[2]
Compares Metric	Perplexity	[2]
Compares Metric	Tokens Per Second	[2]
Compares Metric	Param Count	[2]
Compares Metric	Ppl Per Token	[2]
Row Content	1/α	[3]
Row Content	T_cross	[3]
Row Content	ξ at crossing	[3]
Column Predicted	137.037	[3]
Column Predicted	1/(π√2) = 0.2251	[3]
Column Predicted	exp(π²/2) = 139.05	[3]
Column Measured	137.037	[3]
Column Measured	0.2299	[3]
Column Measured	~139 (interpolated)	[3]
Column Match	0.0003%	[3]
Column Match	2.1%	[3]
Column Match	exact	[3]
Compares Entity	Softmax D384	[1]
Compares Entity	Lohe D384	[1]
Rdf:type	Table	[2]
Rdf:type	Table	[3]
Reported in	Log Entry 1	[2]
Based on Steps	200	[2]
Based on Dimension	768	[2]
Based on Layers	12	[2]
Based on Heads	12	[2]
Has Attribute	compiled	[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.

31 undated

—

comparesMetricblah/watt-activation/301

ex:bpb-metric

—

comparesMetricblah/watt-activation/301

ex:avg-words-metric

—

comparesMetricblah/watt-activation/301

ex:english-words-metric

—

comparesMetricblah/watt-activation/301

ex:params-metric

—

comparesEntityblah/watt-activation/301

ex:softmax-d384

—

comparesEntityblah/watt-activation/301

ex:lohe-d384

—

reportedInblah/watt-activation/315

ex:log-entry-1

—

typeblah/watt-activation/315

ex:Table

—

comparesMetricblah/watt-activation/315

ex:loss

—

comparesMetricblah/watt-activation/315

ex:perplexity

—

comparesMetricblah/watt-activation/315

ex:tokens-per-second

—

comparesMetricblah/watt-activation/315

ex:param-count

—

comparesMetricblah/watt-activation/315

ex:ppl-per-token

—

basedOnStepsblah/watt-activation/315

200

—

basedOnDimensionblah/watt-activation/315

768

—

basedOnLayersblah/watt-activation/315

12

—

basedOnHeadsblah/watt-activation/315

12

—

hasAttributeblah/watt-activation/315

compiled

—

typeblah/watt-activation/600

ex:Table

—

rowContentblah/watt-activation/600

1/α

—

columnPredictedblah/watt-activation/600

137.037

—

columnMeasuredblah/watt-activation/600

137.037

—

columnMatchblah/watt-activation/600

0.0003%

—

rowContentblah/watt-activation/600

T_cross

—

columnPredictedblah/watt-activation/600

1/(π√2) = 0.2251

—

columnMeasuredblah/watt-activation/600

0.2299

—

columnMatchblah/watt-activation/600

2.1%

—

rowContentblah/watt-activation/600

ξ at crossing

—

columnPredictedblah/watt-activation/600

exp(π²/2) = 139.05

—

columnMeasuredblah/watt-activation/600

~139 (interpolated)

—

columnMatchblah/watt-activation/600

exact

References (3)

3 references

[1]3016 facts
ctx:discord/blah/watt-activation/301
- full textwatt-activation-301
  text/plain3 KBdoc:agent/watt-activation-301/3e98420c-16db-4c57-9cad-a987cec9976b
  Show excerpt
  [2026-03-14 06:51] xenonfun: ``` ⏺ Lohe vs Softmax AR Decoder Comparison ┌───────────────┬───────────────┬────────────┐ │ Metric │ Softmax d=384 │ Lohe d=384 │ ├───────────────┼───────────────┼────────────┤ │ BPB │…
[2]31512 facts
ctx:discord/blah/watt-activation/315
- full textwatt-activation-315
  text/plain2 KBdoc:agent/watt-activation-315/5f801374-2b73-4ce9-bd06-bdb14c70d743
  Show excerpt
  [2026-03-15 01:50] xenonfun: ``` ⏺ Attention Type Comparison (200 steps, d=768, 12L, 12H, compiled) ┌────────────────┬──────┬───────┬────────┬────────┬─────────┐ │ Attention │ Loss │ PPL │ Tok/s │ Params │ PPL/tok │ ├────────…
[3]60013 facts
ctx:discord/blah/watt-activation/600
- full textwatt-activation-600
  text/plain3 KBdoc:agent/watt-activation-600/68c05620-2e64-4155-9e45-4e6cf72e208a
  Show excerpt
  [2026-04-04 21:51] xenonfun: ⏺ Pushed. Now with --features "metal-gpu,accelerate-amx": - 128²: Metal GPU (26 sw/s) - 256²: Metal GPU (borderline — could tune threshold) - 512²: auto-switches to Rotor32 CPU (7s batch, f64) - 1024²: …

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