SymbioGPT
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
SymbioGPT has 23 facts recorded in Dontopedia across 5 references, with 1 live disagreement.
Mostly:has throughput(2), has layers(2), is comparable implementation(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound 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.
comparedToCompared to(1)
- Symbiogenesis
ex:symbiogenesis
comparesCompares(1)
- Message 2337
ex:message-2337
fasterThanFaster Than(1)
- Our Throughput
ex:our-throughput
nearlyMatchesParametersOfNearly Matches Parameters of(1)
- Proposed Model
ex:proposed-model
presupposesExistenceOfPresupposes Existence of(1)
- Text
ex:text
Other facts (22)
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 |
|---|---|---|
| Has Throughput | 67 it/s | [1] |
| Has Throughput | 67 | [5] |
| Has Layers | 8 | [1] |
| Has Layers | 8 | [2] |
| Is Comparable Implementation | true | [1] |
| Achieves Ppl at Convergence | 65 | [2] |
| Uses Standard Attention | null | [2] |
| Has Parameters | 11900000 | [2] |
| Trained on Same Corpus | Current Corpus | [2] |
| Achieves Throughput | 67 | [2] |
| Serves As Benchmark | null | [2] |
| Has Num Layers | 8 | [3] |
| Has It Per S Approx | 67 | [3] |
| Used for Comparison | Anchor Mode | [3] |
| Is More Complex | true | [3] |
| Rdf:type | Model | [5] |
| Has Parameter Count | 11900000 | [5] |
| Has Layer Count | 8 | [5] |
| Uses Attention Type | standard attention | [5] |
| Achieved Ppl | 65 | [5] |
| Ppl Measurement Condition | convergence | [5] |
| Trained on Corpus | Same Corpus | [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.
References (5)
ctx:discord/blah/watt-activation/part-48ctx:discord/blah/watt-activation/part-49ctx:discord/blah/watt-activation/part-62ctx:discord/blah/watt-activation/33- full textwatt-activation-33text/plain3 KB
doc:agent/watt-activation-33/0fa8e7f8-efd0-4c82-af4a-9c3ceafd81b3Show excerpt
[2026-03-06 22:35] xenonfun: Evaluation at iteration 65000 ====================================================================== Prompt: 'virtue is' Generated: 'the new york yankees for the two thousand two-five season: the first time, in …
ctx:discord/blah/watt-activation/49- full textwatt-activation-49text/plain2 KB
doc:agent/watt-activation-49/5ad04ae1-982c-4317-a08d-514b4df08c34Show excerpt
[2026-03-07 06:51] xenonfun: ``` Next steps worth testing: 1. Harmonic mode sweep — run the same configs with use_harmonic=True to see if the O(nk) mode can match pairwise quality 2. Longer sequences (512, 1024) where harmonic scaling a…
See also
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