byte prediction
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
byte prediction has 7 facts recorded in Dontopedia across 4 references, with 1 live disagreement.
Mostly:rdf:type(2), uses fixed size local window(1), needs to see(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (6)
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.
claimedToBeNoBenefitClaimed to Be No Benefit(1)
- Vq Bottleneck
ex:vq-bottleneck
doesNotAffectYetDoes Not Affect Yet(1)
- Codebook Quality
ex:codebook-quality
learnsLearns(1)
- Model
ex:model
learnSameLearn Same(1)
- Downstream Blocks
ex:downstream-blocks
neitherHelpsNorHurtsNeither Helps Nor Hurts(1)
- Vq Bottleneck
ex:vq-bottleneck
usedForUsed for(1)
- Linear D Model 256
ex:linear-d-model-256
Other facts (6)
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 |
|---|---|---|
| Rdf:type | Process | [3] |
| Rdf:type | Task | [4] |
| Uses Fixed Size Local Window | null | [1] |
| Needs to See | Code Embedding Plus Previous Bytes | [1] |
| Disadvantages Wire Models by Shorter Context Per Step | null | [2] |
| Affected by | Codebook Quality | [3] |
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/watt-activation/part-303ctx:discord/blah/watt-activation/part-327ctx:discord/blah/watt-activation/279- full textwatt-activation-279text/plain3 KB
doc:agent/watt-activation-279/9a99fdf1-7201-4072-830d-5a0df24f1cdbShow excerpt
[2026-03-13 22:36] xenonfun: ⏺ Exp D Results ``` ┌───────┬──────────┬────────────┬─────────┬───────┬─────────────┬──────────┐ │ Codes │ Loss @1K │ Perplexity │ Entropy │ Top-1 │ Utilization │ r_global │ ├───────┼──────────┼──────────…
ctx:discord/blah/watt-activation/283- full textwatt-activation-283text/plain2 KB
doc:agent/watt-activation-283/512b04b9-3f20-475b-ab8c-3e08540bd727Show excerpt
[2026-03-13 23:44] xenonfun: ``` ⏺ Baseline Comparison ┌─────────────────────────┬────────────┬────────────┐ │ Mode │ Final Loss │ Throughput │ ├─────────────────────────┼────────────┼────────────┤ │ No VQ …
See also
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