Larger Models
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
Larger Models has 9 facts recorded in Dontopedia across 7 references, with 1 live disagreement.
Mostly:rdf:type(2), distilled to(1), part of orchestration(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (16)
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.
aimsToSqueezeAims to Squeeze(1)
- Girvo
ex:girvo
alternativeToAlternative to(1)
- Smaller Models
ex:smaller-models
areValuableForAre Valuable for(1)
- Gpu Kernels
ex:gpu-kernels
beatsBeats(1)
- Agentic Workflows
ex:agentic-workflows
comparedToCompared to(1)
- T5 Small
ex:t5-small
forWhenYouScaleUpFor When You Scale Up(1)
- Metal Kernels for Rust
ex:metal-kernels-for-rust
involvesInvolves(1)
- Model Scaling Strategy
ex:model-scaling-strategy
lacksMemoryBandwidthLacks Memory Bandwidth(1)
- Current Setup
ex:current-setup
leavesRoomForLeaves Room for(1)
- Rephrased Statement 10k Iters
ex:rephrased-statement-10k-iters
plansToPushPlans to Push(1)
- Girvo
ex:girvo
plansToRunPlans to Run(1)
- Girvo
ex:girvo
reportNarrowingGapsReport Narrowing Gaps(1)
- Bitnet Papers
ex:bitnet-papers
suggestsMovingToColabSuggests Moving to Colab(1)
- Message 2026 03 07 10 26
ex:message-2026-03-07-10-26
supportsClusteringSupports Clustering(1)
- Gb10 Device
ex:gb10-device
:targetsUseCase:targets Use Case(1)
- Metal Gpu
ex:metal-gpu
wouldHelpForWould Help for(1)
- Gpu Kernels
ex:gpu-kernels
Other facts (9)
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 | Model Category | [6] |
| Rdf:type | Model Option | [7] |
| Distilled to | Smaller Models | [1] |
| Part of Orchestration | Agentic Stuff | [1] |
| For | Execution | [2] |
| Include Wire Lm Configs | D Model 256 Plus | [3] |
| Per Layer Kernel Work Dominates | Dispatch Overhead | [4] |
| Have D Model | 1024+ | [4] |
| Assigned Task | Execution | [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 (7)
ctx:discord/blah/general/part-62ctx:discord/blah/general/part-85ctx:discord/blah/watt-activation/part-454ctx:discord/blah/watt-activation/part-678ctx:discord/blah/general/85- full textgeneral-85text/plain3 KB
doc:agent/general-85/cb86e09e-5861-4a3b-adcb-a88ae94cd1c5Show excerpt
[2025-12-09 18:22] ajaxdavis: https://gist.github.com/thomasdavis/624a25d0b1262f5a42a0a38fea040bcd claude generated notes so far (missing the deterministic chat) [2025-12-09 18:22] traves_theberge: rather more and / or statements can turn a…
ctx:claims/beam/d2e9a8e5-adca-47eb-b23e-bb9a6ee29ddactx:claims/beam/71de6143-190b-4487-a7e1-444e8160551a- full textbeam-chunktext/plain1 KB
doc:beam/71de6143-190b-4487-a7e1-444e8160551aShow excerpt
- **Unicode Normalization**: Normalize Unicode strings to a standard form (e.g., NFC or NFD) to reduce variability and improve consistency. ### 2. **Use Efficient Data Structures** - **Char Arrays**: Store Unicode characters in char …
See also
Keep researching
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.