ModelBest

Agentic Engineering (量化 Infra 方向)实习生

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Job Description

Agentic Engineering (量化 Infra 方向)实习生

北京

校招

实习

技术 - 开发

职位 ID:A166620

职位描述

岗位亮点 我们正在构建面向大模型量化场景的「自我优化」Agentic 原生基础设施,将量化研发与部署优化从人工驱动升级为自治系统,你将深度参与量化算法研究与工程化、Agentic 范式探索与跨硬件 Infra 建设,打造下一代量化工程体系。 核心职责 1. 负责大模型量化算法工程化,覆盖 PTQ/QAT/ 低比特量化在大模型及多模态模型的落地,重点针对 GPU/NPU/ 端侧芯片等各类硬件平台设计并优化量化方案,平衡精度与推理性能 2. 构建 Agent 原生的统一量化研发工作流,实现从量化方案定义到跨硬件落地交付的全流程自治闭环 3. 搭建标准化量化评测体系,推动基础设施向自我优化的 Agent 驱动系统演进 4. 跟踪量化与 Agentic Infra 前沿技术,在真实跨硬件量化项目中完成技术落地与迭代

职位要求

  1. 硕士及以上学历,计算机 / 人工智能 / 电子工程相关专业 2. 熟练使用 Python,熟悉 Transformer 架构。了解大语言模型结构特点与计算瓶颈,具备扎实的代码能力 3, 深入理解模型量化原理,熟悉 PTQ/QAT 等技术,掌握 GPTQ/AWQ/SmoothQuant 等主流量化算法实现 4. 扎实的加速器硬件和 AI Infra 系统知识,具备对应算子开发与性能调优经验 5. 具备复杂系统拆解与问题定位能力,对评测敏感,能判断量化指标可信度与实验有效性 6. 认可 AI Native 方向,具备快速跟进前沿研究与算法复现能力 加分项 1. 量化相关论文发表或开源项目贡献,具备跨硬件平台软硬协同优化经验 2. 熟悉 KV Cache/Activation 量化等大模型量化与推理优化技术,有TVM/MLIR/ONNX Runtime 等 AI 编译器相关实践经验 3. 有 Agent 评测体系 / 量化 Harness 建设经验,或评测体系 / 评测集构建经验(用例生成、LLM-as-judge 等) 4. 对 Agent 有深入实践(tool use/planning/multi-agent 等),有活跃开源项目或对社区有实质贡献

投递

ModelBest

About ModelBest

ModelBest established in August 2022, is an Artificial Intelligence technology company headquartered in Beijing, China. The company is deeply rooted in the field of general AI, with a focus on the innovation and application transformation of large-scale models. ModelBest boasts a prestigious founding R&D team from the Tsinghua in the AI field. Leveraging numerous cutting-edge technologies in natural language processing, the company is currently constructing a large-scale pre-trained model library and corresponding tools, aiming to standardize the technology and applications of large models.

Based on the capabilities of the CPM series of large models, ModelBest has successfully facilitated the intelligent upgrade and efficiency enhancement of various industries. Moreover, the company has released a multi-modal dialog assistant with hundreds of billions of parameters, “Luca", to the public. Adhering to the core philosophy of "intelligence encompassing all", we look forward to exploring and expanding unknown possibilities with global partners, aiming to ensure AI technology serves humanity for a better life in a safe and inclusive manner, laying a solid foundation for the advent of the AGI world.

OpenBMB (Open Lab for Big Model Base,https://github.com/OpenBMB), founded by ModelBest Inc & TsinghuaNLP, aims to build foundation models and systems towards AGI.

Industry
Biotech & Life Sciences
Company Size
11-50 employees
Headquarters
Beijing, CN
Year Founded
2022
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