Model Argument
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)
Model Argument has 2 facts recorded in Dontopedia across 2 references, with 1 live disagreement.
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.
takes-argumentTakes Argument(2)
- Trainer Class
ex:trainer-class - Trainer Instantiation
ex:trainer-instantiation
hasKeywordArgumentHas Keyword Argument(1)
- Pipeline Call
ex:pipeline-call
includesIncludes(1)
- Trainer Arguments
ex:trainer-arguments
requiresRequires(1)
- Trainer Initialization
ex:trainer-initialization
takesTakes(1)
- Quantize Dynamic Function
ex:quantize-dynamic-function
Other facts (2)
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 | Function Parameter | [1] |
| Rdf:type | Keyword Argument | [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:claims/beam/343d7abc-9aa0-4e2b-8884-910c760bfe88- full textbeam-chunktext/plain1 KB
doc:beam/343d7abc-9aa0-4e2b-8884-910c760bfe88Show excerpt
self.fc1 = nn.Linear(512, 128) self.fc2 = nn.Linear(128, 10) def forward(self, x): x = torch.relu(self.fc1(x)) x = self.fc2(x) return x # Initialize the model and optimizer model = MyModel() opt…
ctx:claims/beam/28ff3364-2017-4558-946d-63674a03e0f4- full textbeam-chunktext/plain1 KB
doc:beam/28ff3364-2017-4558-946d-63674a03e0f4Show excerpt
self.context_window = 5 # considering 5 words before and after the target word self.common_misspellings = { 'loking': 'looking', 'improove': 'improve', 'spelng': 'spelling' } …
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.