preprocess_input
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)
preprocess_input has 29 facts recorded in Dontopedia across 3 references, with 5 live disagreements.
Mostly:has parameter(3), returns(3), performs operation(3)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (8)
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.
callsCalls(2)
- Forward
ex:forward - Rerank Results
ex:rerank-results
containsContains(2)
- Code Section
ex:code-section - Function Scope
ex:function-scope
containsFunctionContains Function(1)
- Code Snippet
ex:code-snippet
describesCodeElementDescribes Code Element(1)
- Explanation Point 2
ex:explanation-point-2
describesFunctionDescribes Function(1)
- Explanation Point 2
ex:explanation-point-2
includesIncludes(1)
- Module Level Functions
ex:module-level-functions
Other facts (28)
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 Parameter | data | [1] |
| Has Parameter | Data | [2] |
| Has Parameter | Input Text | [3] |
| Returns | Tensor | [1] |
| Returns | Tensor | [2] |
| Returns | Preprocessed Inputs | [3] |
| Performs Operation | Text Tokenization | [3] |
| Performs Operation | Text Padding | [3] |
| Performs Operation | Text Truncation | [3] |
| Specifies Dtype | torch.float32 | [1] |
| Specifies Dtype | Float32 | [2] |
| Prepares for | Forward | [1] |
| Prepares for | Model Consumption | [2] |
| Rdf:type | Function | [2] |
| Rdf:type | Function | [3] |
| Is Function | true | [1] |
| Converts to | Tensor | [1] |
| Execution Order | 2 | [1] |
| Purpose | Data Conversion | [1] |
| Outputs | Tensor | [1] |
| Ensures | Correct Dtype | [1] |
| Defined in | Main Module | [2] |
| Parameter | Data | [2] |
| Has Purpose | tokenize input text | [3] |
| Adds Special Tokens | true | [3] |
| Pads or Truncates | true | [3] |
| Returns on Exception | None Return Value | [3] |
| Called by | Generate Embeddings | [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 (3)
ctx:claims/beam/b729dc6d-53ff-42db-95a2-0b4b64111a65- full textbeam-chunktext/plain1 KB
doc:beam/b729dc6d-53ff-42db-95a2-0b4b64111a65Show excerpt
self.fc3 = nn.Linear(32, 1) self.dropout = nn.Dropout(0.5) def forward(self, x): x = torch.relu(self.fc1(x)) x = self.dropout(x) x = torch.relu(self.fc2(x)) x = self.dropout(x) x …
ctx:claims/beam/fa097ab4-7c54-4d7c-bce6-50883cbc7667ctx:claims/beam/7e123de0-d1de-447e-ae50-6ea881c06b52- full textbeam-chunktext/plain1 KB
doc:beam/7e123de0-d1de-447e-ae50-6ea881c06b52Show excerpt
{'id': 1, 'text': 'This is a relevant result'}, {'id': 2, 'text': 'This is another relevant result'}, {'id': 3, 'text': 'This is an irrelevant result'} ] query = 'Find relevant results' ranked_results = rerank_search_results(s…
See also
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