Lohe decoder
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Lohe decoder has 16 facts recorded in Dontopedia across 2 references.
Mostly:would likely match or beat(1), achieves reasonable quality at(1), explains bpb gap via(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (4)
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.
concernsSubjectConcerns Subject(1)
- Hypothesis 1
ex:hypothesis-1
describesStatusDescribes Status(1)
- Architecture Claim
ex:architecture-claim
hasHigherCapacityHas Higher Capacity(1)
- Softmax Ar Decoder
ex:softmax-ar-decoder
isSoundIs Sound(1)
- Lohe Architecture
ex:lohe-architecture
Other facts (15)
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 |
|---|---|---|
| Would Likely Match or Beat | Softmax Version | [1] |
| Achieves Reasonable Quality at | 1/3 params | [1] |
| Explains Bpb Gap Via | Capacity Gap | [1] |
| Gets More Bpb Per Parameter Than | Softmax Ar Decoder | [1] |
| Has Bpb Per M Param | 2.3 | [1] |
| Has Three Times Fewer Params Than | Softmax Ar Decoder | [1] |
| Is Parameter Efficient | null | [1] |
| Needs More Capacity | null | [1] |
| Scales With D Model | null | [1] |
| Uses Harmonic Block | Lohe Ffn V3 | [1] |
| Has Potential to Beat Softmax | null | [1] |
| Rdf:type | Decoder Architecture | [2] |
| Has Parameter Ratio | 3x fewer | [2] |
| Uses Component | Harmonic Block | [2] |
| Achieves Bpb Per Parameter | higher | [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.
References (2)
ctx:discord/blah/watt-activation/part-303ctx:discord/blah/watt-activation/301- full textwatt-activation-301text/plain3 KB
doc:agent/watt-activation-301/3e98420c-16db-4c57-9cad-a987cec9976bShow excerpt
[2026-03-14 06:51] xenonfun: ``` ⏺ Lohe vs Softmax AR Decoder Comparison ┌───────────────┬───────────────┬────────────┐ │ Metric │ Softmax d=384 │ Lohe d=384 │ ├───────────────┼───────────────┼────────────┤ │ BPB │…
See also
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