Xiaomi Technology

大模型后训练实习生

Xiaomi Technology  •  Onsite  •  3 hours ago
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Job Description

大模型后训练实习生
上海
社招
全职
职位 ID:E6114
职位描述
1. 数据工程:构建和维护 RTL(Verilog)指令微调数据集,包括 spec→RTL 对齐、功能验证数据生成、DPO 偏好对构建;
2. 模型微调:基于 MS-Swift / LLaMA-Factory 等框架,对 Qwen2.5-Coder 等开源代码模型进行 SFT / DPO / GRPO 后训练;
3. 评估体系搭建:搭建和维护 GenBen、VerilogEval 等基准测试评估 pipeline,集成 Yosys 综合 + Verilator 仿真;
4. 实验迭代:跟踪 RTL-LLM 前沿论文(RTLCoder、VeriCoder、VeriRL、ChatSVA 等),复现并改进关键方法;
5. RTL Review 探索:参与 SVA 自动生成、Bug Detection 等 RTL Review 能力的研究与实现;
职位要求
必须:
- 计算机/电子/微电子/人工智能相关专业,硕士或高年级本科生;
- 熟悉 Python,有 Linux 环境开发经验;
- 了解 Transformer 架构和 LLM 基本概念(tokenization、attention、fine-tuning);
- 有较强的学习能力和自驱力,能独立阅读英文论文;
加分项:
- 了解 Verilog/SystemVerilog 基础语法,能读懂 RTL 代码;
- 有 LLM 微调经验(LoRA、SFT、RLHF 等),熟悉 HuggingFace 生态;
- 有芯片验证/数字电路设计经验(UVM、testbench 编写等);
- 了解 DeepSpeed 分布式训练(ZeRO-1/2/3);
- 有强化学习(PPO/GRPO/DPO)相关知识或实践经验;
- 了解 Yosys、Verilator 等开源 EDA 工具。
投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
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