小米AI 产品经理实习生(大模型评测方向)
实习兼职地点:北京状态:招聘
任职要求
1、本科及以上在读,计算机、人工智能、数学、语言学等相关专业优先;能保证连续 3 个月以上实习,每周5天优先。 2、对大模型有一定认知,了解 Prompt、RAG、Agent、skill等概念,对大模型能力边界有客观…
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工作职责
1、负责 AI 业务的模型评估体系建设、评测集设计、自动化评测开发。 2、对评测结果进行统计分析与可视化,定位模型能力短板,输出可指导模型优化的洞察与建议。 3、协助推进评测项目的需求对齐、排期管理、跨团队协作与进度跟踪,保障评测任务高质量按时交付。 4、参与评测流程、标注规范、评测平台/工具的优化迭代,沉淀方法论与最佳实践。 搭建并落地自动评测体系,形成 “评测→分析→优化” 闭环。
包括英文材料
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
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