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Open nowPosted 777 days ago

异构芯片性能优化实习生 - Seed Model

ByteDance19,258 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now异构芯片性能优化实习生 - Seed ModelByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.4% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 23 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.4%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 777 days ago

ByteDance median: 23 days open

The posting

团队介绍:字节跳动 Seed 团队成立于 2023 年,致力于寻找通用智能的新方法,追求智能上限,为科技和社会发展作出贡献。 Seed 团队在 AI 领域拥有长期愿景与决心,团队研究方向涵盖 MLLM、GenMedia、AI for Science、机器人等,在中国、新加坡、美国等地设有实验室和岗位。目前,团队已推出业界领先的通用大模型以及前沿的多模态能力,支持豆包、即梦、TRAE 等超过 50 个应用场景,并通过火山引擎开放给企业客户。第三方数据显示,豆包 App 用户量在中国市场排名第一,豆包大模型日均 Token 调用量行业领先。

日常实习:面向全体在校生,为符合岗位要求的同学提供为期3个月及以上的项目实践机会。

1、为芯片存算功能开发底层软件并进行验证和持续优化; 2、针对芯片的计算特点,进行算法-芯片协同设计优化,实现优于GPU的性价比; 3、针对存算芯片、AI芯片等专用芯片进行大模型的分离部署的方案分析,提出业界领先方案。

1、本科及以上学历在读,计算机、软件工程、集成电路等相关专业优先; 2、熟悉量化、稀疏算法,了解GPTQ、Quest、KiVi等量化稀疏方案; 3、熟悉芯片计算架构,如TPU架构、GPU架构等架构,可进行理论分析和性能评估; 4、熟悉DRAM、HBM的存储原理,了解存算的计算范式; 5、熟悉C/C++、Python语言。

加分项: 1、有FPGA开发经验或者芯片SDK开发和部署经验; 2、有NPU/APU算子开发经验; 3、有DRAM/HBM存储/Process-In-Memory/Computing-In-Memory等研究经验。

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