Experiment setup for context weight combinations
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
Experiment setup for context weight combinations has 15 facts recorded in Dontopedia across 4 references, with 1 live disagreement.
Mostly:trained with(4), includes unlabeled data(1), includes labeled data(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (3)
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.
hasBestValPplHas Best Val Ppl(1)
- Adam Optimizer
ex:adam-optimizer
hasContextHas Context(1)
- Conversation
ex:conversation
hasHighestLossHas Highest Loss(1)
- Lohe Optimizer
ex:lohe-optimizer
Other facts (14)
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.
| Predicate | Value | Ref |
|---|---|---|
| Trained With | Rotational Adam W Optimizer | [2] |
| Trained With | Kuramoto Spsa Optimizer | [2] |
| Trained With | Adam Optimizer | [2] |
| Trained With | Lohe Optimizer | [2] |
| Includes Unlabeled Data | true | [1] |
| Includes Labeled Data | true | [1] |
| Has Seq Len | 1024 | [2] |
| Presupposes Lower Ppl Better | true | [2] |
| Uses Bpe Vocab Size | 8000 | [2] |
| Has Num Iters | 1000 | [2] |
| Aims to Measure | Physical Quantities | [3] |
| Requires No Field Transfer | no field transfer needed | [3] |
| Uses Pure Parallelism | Independent Samples | [3] |
| Rdf:type | Context | [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.
References (4)
ctx:discord/blah/papers/part-5ctx:discord/blah/watt-activation/part-121ctx:discord/blah/watt-activation/part-603ctx:claims/beam/5da37977-83e8-48be-bdd8-808083c26ac7
See also
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