Unverified50% confidenceFactExact time
The runtime planning mode uses 8B-scale models to autonomously generate SQL, select tools, and decide analytical workflows at runtime; three different 8B models were used in the experiments.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
Unverified企业可以用7B或13B参数的微调专用模型达到通用大模型在SQL领域的效果,进一步压缩推理成本75% similarUnverifiedThe Plan Model architecture assigns the planning phase to models specifically optimized for reasoning capabilities (such as the o1 and o3 series), while the execution phase is handled by code generation models.68% similarUnverifiedBuilding an inference engine tailored for a specific model (model specialization) enables deeper optimization in operator implementation, memory layout, and quantization strategy, whereas llama.cpp adopts a general-support strategy aimed at compatibility with multiple model architectures67% similarUnverifiedn8n 的工作流执行模型借鉴有向无环图(DAG)设计思想,并引入执行上下文(Execution Context)机制,每次运行生成独立执行实例66% similarUnverifiedThe architecture that automatically selects models based on task complexity is called Model Cascade or mixed expert scheduling.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/898636API
curl https://kongchang.com/api/v1/knowledge/claims/898636MCP
get_claim(id=898636)