Unverified50% confidenceFactExact time
Inference for large models refers to the process in which the model receives user input and generates output after training is complete; it is an online service billed per request.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
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Related Claims
Partially VerifiedA Prompt is the instruction text that a user or system inputs to a large model, determining how the model understands the task and the quality of its output.74% similarUnverifiedThe actual number of tokens consumed by a single user request includes the entire input context (including conversation history, system prompts, tool definitions, etc.) as well as the response content generated by the model.73% similarUnverifiedAn inference engine is a layer of software between trained model weights and end-user requests, responsible for loading computation graphs, managing KV Cache, scheduling request batching, and selecting and fusing low-level operators.71% similarUnverified商业化大模型服务会在用户可见对话之外附加系统提示，用于设定模型角色、行为规范、安全边界及输出风格，系统提示随每次API请求完整发送至模型71% similarUnverifiedThe model decides when to invoke tools, the client or user chooses which resources to read, and prompts are usually triggered explicitly by the user; this division shapes permission design.71% similar
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