๐ข๐ป๐ฒ ๐๐ ๐บ๐ผ๐ฑ๐ฒ๐น ๐ฑ๐ผ๐ฒ๐๐ปโ๐ ๐ต๐ฎ๐๐ฒ ๐๐ผ ๐ฑ๐ผ ๐ฒ๐๐ฒ๐ฟ๐๐๐ต๐ถ๐ป๐ด.
A smarter architecture routes different tasks to different workers.
๐ Long context model โ documentation
๐ผ๏ธ Multimodal model โ charts and screenshots
๐ง Reasoning model โ complex analysis
โ๏ธ Compact model โ formatting and structured output
๐ค Agentic model โ tool based execution
AINFTโs multi model approach makes this kind of workflow possible.
But good orchestration needs more than model selection.
Track the model used, input size, tools, cost and whether the output later needed correction.
That creates an evidence trail for improving the router over time.
The goal isnโt maximum intelligence at every step.
Itโs the right intelligence at the right step.
#TRONEcoStar @Justin Sunๅญๅฎๆจ #AINFT
A smarter architecture routes different tasks to different workers.
๐ Long context model โ documentation
๐ผ๏ธ Multimodal model โ charts and screenshots
๐ง Reasoning model โ complex analysis
โ๏ธ Compact model โ formatting and structured output
๐ค Agentic model โ tool based execution
AINFTโs multi model approach makes this kind of workflow possible.
But good orchestration needs more than model selection.
Track the model used, input size, tools, cost and whether the output later needed correction.
That creates an evidence trail for improving the router over time.
The goal isnโt maximum intelligence at every step.
Itโs the right intelligence at the right step.
#TRONEcoStar @Justin Sunๅญๅฎๆจ #AINFT