Sampling (The Model Layer)
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-05.)
Sampling (The Model Layer) has 47 facts recorded in Dontopedia across 1 reference, with 5 live disagreements.
Mostly:references concept(8), has subsection(3), has part(3)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (20)
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.
partOfPart of(3)
- Making Api Calls
ex:making-api-calls - Parameters
ex:parameters - Stop Reasons
ex:stop-reasons
feedsInputIntoFeeds Input Into(2)
- Messages Array
ex:messages-array - Returning Tool Results
ex:returning-tool-results
behavioralControlForBehavioral Control for(1)
- Temperature Parameter
ex:temperature-parameter
constitutedByConstituted by(1)
- Agent Framework
ex:agent-framework
containsSectionContains Section(1)
- Source Document
ex:source-document
contextControlForContext Control for(1)
- System Parameter
ex:system-parameter
demonstratesApplicationOfDemonstrates Application of(1)
- Building Claude Code Section
ex:building-claude-code-section
describesDescribes(1)
- Parenthetical Metadata 1
ex:parenthetical-metadata-1
functionallyDependsOnFunctionally Depends on(1)
- Agent Loop Section
ex:agent-loop-section
hasPartHas Part(1)
- Source Document
ex:source-document
hasSubsectionHas Subsection(1)
- Agent Framework
ex:agent-framework
includesIncludes(1)
- Outline Sections
ex:outline-sections
modifiesBehaviorOfModifies Behavior of(1)
- System Prompts
ex:system-prompts
outputMechanismForOutput Mechanism for(1)
- Streaming Responses
ex:streaming-responses
precedesInOutlinePrecedes in Outline(1)
- Agent Loop Section
ex:agent-loop-section
resourceConstraintForResource Constraint for(1)
- Max Tokens Parameter
ex:max-tokens-parameter
selectionControlForSelection Control for(1)
- Model Parameter
ex:model-parameter
Other facts (46)
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 |
|---|---|---|
| References Concept | Model Parameter | [1] |
| References Concept | Max Tokens Parameter | [1] |
| References Concept | Temperature Parameter | [1] |
| References Concept | System Parameter | [1] |
| References Concept | End Turn Stop Reason | [1] |
| References Concept | Tool Use Stop Reason | [1] |
| References Concept | Max Tokens Stop Reason | [1] |
| References Concept | Stop Sequence Stop Reason | [1] |
| Has Subsection | Making Api Calls | [1] |
| Has Subsection | Parameters | [1] |
| Has Subsection | Stop Reasons | [1] |
| Has Part | Making Api Calls | [1] |
| Has Part | Parameters | [1] |
| Has Part | Stop Reasons | [1] |
| Implements Interface | Making Api Calls | [1] |
| Implements Interface | Parameters | [1] |
| Implements Interface | Stop Reasons | [1] |
| Has Word Count | 12 | [1] |
| Has Word Count | 4 | [1] |
| Has Alternative Label | The Model Layer | [1] |
| Precedes in Outline | Tool System Section | [1] |
| Has Line Number Range | 10-13 | [1] |
| Part of | Source Document | [1] |
| Has Level | 1 | [1] |
| Has Alternative Label Parentheses | (The Model Layer) | [1] |
| Uses Parentheses for Alternative Label | true | [1] |
| Has Subsection Count | 3 | [1] |
| Related to Concept | Making Api Calls | [1] |
| Has Description Length | 51 | [1] |
| Has Section Title | Sampling (The Model Layer) | [1] |
| Has Title Word Count | 4 | [1] |
| Uses Determiners | true | [1] |
| Uses Noun Phrase | true | [1] |
| Uses Colon for Labeling | true | [1] |
| Enables Capability | Model Interaction | [1] |
| Has Outline Position | 2 | [1] |
| Foundational to | Building Claude Code Section | [1] |
| Uses Title Case | true | [1] |
| Has Parenthetical Content | true | [1] |
| Constitutes | Agent Framework | [1] |
| Subsection of | Agent Framework | [1] |
| Has Subsection Depth | 2 | [1] |
| Is Core Component | true | [1] |
| Essential for | Agent Framework | [1] |
| Demonstrated by | Building Claude Code Section | [1] |
| Provides Guidance for | Agent Development | [1] |
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 (1)
ctx:discord/blah/agents/6- full textctx:discord/blah/agents/6text/plain1 KB
doc:discord/blah/agents/6Show excerpt
[2026-03-15 03:03] traves_theberge: The key insight: LLM + loop + tools = agent The Agent Loop The core while-loop Code: basic loop skeleton Stop conditions: end_turn, max_iterations, human approval Sampling (The Model Layer) Making API…
See also
- Making Api Calls
- Parameters
- Stop Reasons
- Tool System Section
- Source Document
- Model Parameter
- Max Tokens Parameter
- Temperature Parameter
- System Parameter
- End Turn Stop Reason
- Tool Use Stop Reason
- Max Tokens Stop Reason
- Stop Sequence Stop Reason
- Model Interaction
- Building Claude Code Section
- Agent Framework
- Agent Development
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