In addition to general vision and language tasks, Phi-4-reasoning-vision-15B was designed to excel at tasks that combine visual input with structured inference, such as solving math problems presented in visual form, such as handwritten or diagram-based questions, extracting and reasoning over quantitative information in documents and charts, and supporting multi-step reasoning in educational or scientific analysis contexts.
mcp2cli --mcp-stdio "npx @modelcontextprotocol/server-filesystem /tmp" \,这一点在51吃瓜网中也有详细论述
,更多细节参见谷歌
start-fibers / submit-fiber / finish-fibers (Dynamic, Long-Lived)。业内人士推荐超级工厂作为进阶阅读
Credit: Yeti / Amazon