Results Table 1

as donto believed on

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

Results Table 1 has 42 facts recorded in Dontopedia across 5 references, with 6 live disagreements.

42 facts·15 predicates·5 sources·6 in dispute

Mostly:contains column(8), has metric(6), has row(6)

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.

`containsTable`Contains Table(2)

Message 2026 03 13 21 31ex:message-2026-03-13-21-31
Utterance 1ex:utterance-1

`containsData`Contains Data(1)

Message 3ex:message-3

`describes`Describes(1)

Log Entry 2026 03 18 03 04ex:log-entry-2026-03-18-03-04

`presentsTable`Presents Table(1)

Log Entry 2026 03 13 22 15ex:log-entry-2026-03-13-22-15

Other facts (42)

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.

42 facts

Predicate	Value	Ref
Contains Column	Column Config	[1]
Contains Column	Column It S	[1]
Contains Column	Column Tok S	[1]
Contains Column	Column Avg Loss	[1]
Contains Column	Column Final Ppl	[1]
Contains Column	Column Best Ppl	[1]
Contains Column	Column Time	[1]
Contains Column	Column Speedup	[1]
Has Metric	Final Ppl Metric	[2]
Has Metric	Best Loss Metric	[2]
Has Metric	Total Time Metric	[2]
Has Metric	Throughput Metric	[2]
Has Metric	Memory Metric	[2]
Has Metric	Tokens Metric	[2]
Has Row	Row Fp32 Baseline	[3]
Has Row	Row Ternary Proj in	[3]
Has Row	Row Ternary Readout	[3]
Has Row	Row Ternary Ffn	[3]
Has Row	Row Ternary Attn	[3]
Has Row	Row Ternary All	[3]
Has Column	Encoding Column	[5]
Has Column	Config Column	[5]
Has Column	Bpb Column	[5]
Has Column	DC Column	[5]
Has Column	Entity Column	[5]
Has Column	Delim Column	[5]
Contains Row	Row 1	[5]
Contains Row	Row 2	[5]
Contains Row	Row 3	[5]
Contains Row	Row 4	[5]
Contains Row	Row 5	[5]
Rdf:type	Data Table	[1]
Rdf:type	Table	[4]
Has Header Config	Config	[4]
Has Header Params	Params	[4]
Has Header Bpb	BPB	[4]
Has Header Dc16	DC@16	[4]
Has Header Dc64	DC@64	[4]
Has Header Dc128	DC@128	[4]
Has Header Mt8	MT@8	[4]
Has Header Tok Per Sec	Tok/s	[4]
Described As	remarkable	[4]

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.

42 undated

—

typeblah/watt-activation/63

ex:DataTable

—

containsColumnblah/watt-activation/63

ex:column-config

—

containsColumnblah/watt-activation/63

ex:column-it-s

—

containsColumnblah/watt-activation/63

ex:column-tok-s

—

containsColumnblah/watt-activation/63

ex:column-avg-loss

—

containsColumnblah/watt-activation/63

ex:column-final-ppl

—

containsColumnblah/watt-activation/63

ex:column-best-ppl

—

containsColumnblah/watt-activation/63

ex:column-time

—

containsColumnblah/watt-activation/63

ex:column-speedup

—

hasMetricblah/watt-activation/88

ex:final-ppl-metric

—

hasMetricblah/watt-activation/88

ex:best-loss-metric

—

hasMetricblah/watt-activation/88

ex:total-time-metric

—

hasMetricblah/watt-activation/88

ex:throughput-metric

—

hasMetricblah/watt-activation/88

ex:memory-metric

—

hasMetricblah/watt-activation/88

ex:tokens-metric

—

hasRowblah/watt-activation/277

ex:row-fp32-baseline

—

hasRowblah/watt-activation/277

ex:row-ternary-proj-in

—

hasRowblah/watt-activation/277

ex:row-ternary-readout

—

hasRowblah/watt-activation/277

ex:row-ternary-ffn

—

hasRowblah/watt-activation/277

ex:row-ternary-attn

—

hasRowblah/watt-activation/277

ex:row-ternary-all

—

typeblah/watt-activation/354

ex:Table

—

hasHeaderConfigblah/watt-activation/354

Config

—

hasHeaderParamsblah/watt-activation/354

Params

—

hasHeaderBPBblah/watt-activation/354

BPB

—

hasHeaderDC16blah/watt-activation/354

DC@16

—

hasHeaderDC64blah/watt-activation/354

DC@64

—

hasHeaderDC128blah/watt-activation/354

DC@128

—

hasHeaderMT8blah/watt-activation/354

MT@8

—

hasHeaderTokPerSecblah/watt-activation/354

Tok/s

—

describedAsblah/watt-activation/354

remarkable

—

hasColumnblah/watt-activation/365

ex:encoding-column

—

hasColumnblah/watt-activation/365

ex:config-column

—

hasColumnblah/watt-activation/365

ex:bpb-column

—

hasColumnblah/watt-activation/365

ex:dc-column

—

hasColumnblah/watt-activation/365

ex:entity-column

—

hasColumnblah/watt-activation/365

ex:delim-column

—

containsRowblah/watt-activation/365

ex:row-1

—

containsRowblah/watt-activation/365

ex:row-2

—

containsRowblah/watt-activation/365

ex:row-3

—

containsRowblah/watt-activation/365

ex:row-4

—

containsRowblah/watt-activation/365

ex:row-5

References (5)

5 references

[1]639 facts
ctx:discord/blah/watt-activation/63
- full textwatt-activation-63
  text/plain2 KBdoc:agent/watt-activation-63/1bd53136-248b-4353-b53c-b8c81b9d26f4
  Show excerpt
  [2026-03-07 15:30] xenonfun: ### no GPU contention run ``` Clean results at 5K iters: ┌───────────────────┬──────┬───────┬──────────┬───────────┬──────────┬───────┬─────────┐ │ Config │ it/s │ tok/s │ Avg Loss │ Final PPL …
[2]886 facts
ctx:discord/blah/watt-activation/88
- full textwatt-activation-88
  text/plain3 KBdoc:agent/watt-activation-88/0299a1f9-423c-4481-997f-02f201cc0796
  Show excerpt
  [2026-03-07 22:01] xenonfun: ``` ⏺ Training complete. Final results: ┌──────────────────┬───────────────────────────────────────┐ │ Metric │ Value │ ├──────────────────┼──────────────────────…
[3]2776 facts
ctx:discord/blah/watt-activation/277
- full textwatt-activation-277
  text/plain2 KBdoc:agent/watt-activation-277/678013e8-df75-4d10-9db8-f270e925c768
  Show excerpt
  [2026-03-13 22:08] xenonfun: ``` ✻ Implementing SphericalCodebook… (10m 18s · ↓ 15.3k tokens) ⎿ ◼ Implement SphericalCodebook ◻ Implement SphericalVQBottleneck ◻ Implement SphericalVQHead + _logit helper ◻ Write tests for …
[4]35410 facts
ctx:discord/blah/watt-activation/354
- full textwatt-activation-354
  text/plain2 KBdoc:agent/watt-activation-354/3f0940a0-52fc-4616-a0dc-dcdb6695036e
  Show excerpt
  [2026-03-17 14:49] xenonfun: Continueing to test, lots of tests. (files: Screenshot_2026-03-17_at_10.48.40_AM.png) [2026-03-17 15:07] xenonfun: ⏺ 8 of 10 depth configs done. Currently on config 9 (K2_D24_shared), 1666/5000 steps. Config 10 …
[5]36511 facts
ctx:discord/blah/watt-activation/365
- full textwatt-activation-365
  text/plain3 KBdoc:agent/watt-activation-365/4484333a-106a-4a18-8c2e-741801026056
  Show excerpt
  [2026-03-18 03:04] xenonfun: ⏺ 7 of 18 configs done, 8th running. Early results already very interesting: ```┌───────────────┬────────┬─────────────┬────────┬──────────┬─────────┐ │ Encoding │ Config │ BPB │ DC@128 │ Entit…

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