Dontopedia

Eval

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

Eval has 10 facts recorded in Dontopedia across 5 references.

10 facts·10 predicates·5 sources

Mostly:cuts time to(1), cuts time from(1), involves(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (9)

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.

allowsReadingByCallerAfterAllows Reading by Caller After(1)

callsCalls(1)

enablesSpeedupEnables Speedup(1)

isCustomIs Custom(1)

noIssueInNo Issue in(1)

requiresMetalForRequires Metal for(1)

scalesSameWayAsScales Same Way As(1)

setsSets(1)

setStateSet State(1)

Other facts (10)

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.

10 facts
PredicateValueRef
Cuts Time to~10–18 seconds[1]
Cuts Time From90 seconds[1]
Involves448 prefills × 256 tokens[1]
Has Sequences448[2]
Has Total Dispatches185000[2]
Uses Salon Holdout Mixtrue[3]
IsSalon Holdout Mix[3]
Is MethodModel Instance[4]
Is Method ofModel[5]
Rdf:typeModel State[5]

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.

cutsTimeToblah/watt-activation/part-638
~10–18 seconds
cutsTimeFromblah/watt-activation/part-638
90 seconds
involvesblah/watt-activation/part-638
448 prefills × 256 tokens
hasSequencesblah/watt-activation/part-641
448
hasTotalDispatchesblah/watt-activation/part-641
185000
usesSalonHoldoutMixblah/watt-activation/part-680
true
isblah/watt-activation/part-680
ex:salon-holdout-mix
isMethodbeam/b729dc6d-53ff-42db-95a2-0b4b64111a65
ex:model-instance
isMethodOfbeam/af924c4f-8579-4b2a-85d1-c042076b09c7
ex:model
typebeam/af924c4f-8579-4b2a-85d1-c042076b09c7
ex:ModelState

References (5)

5 references
  1. [1]Part 6383 facts
    ctx:discord/blah/watt-activation/part-638
  2. [2]Part 6412 facts
    ctx:discord/blah/watt-activation/part-641
  3. [3]Part 6802 facts
    ctx:discord/blah/watt-activation/part-680
  4. ctx:claims/beam/b729dc6d-53ff-42db-95a2-0b4b64111a65
    • full textbeam-chunk
      text/plain1 KBdoc:beam/b729dc6d-53ff-42db-95a2-0b4b64111a65
      Show excerpt
      self.fc3 = nn.Linear(32, 1) self.dropout = nn.Dropout(0.5) def forward(self, x): x = torch.relu(self.fc1(x)) x = self.dropout(x) x = torch.relu(self.fc2(x)) x = self.dropout(x) x
  5. ctx:claims/beam/af924c4f-8579-4b2a-85d1-c042076b09c7
    • full textbeam-chunk
      text/plain1 KBdoc:beam/af924c4f-8579-4b2a-85d1-c042076b09c7
      Show excerpt
      loss = loss / accumulation_steps # Backward pass scaler.scale(loss).backward() # Update weights if (i + 1) % accumulation_steps == 0: scaler.step(optimizer)

See also

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