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Open nowPosted 45 days ago

大模型推理优化工程师

xiaopeng/index1,587 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now大模型推理优化工程师xiaopeng/index · Beijing, Chinese Mainland

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The clock on this job

Early applications get read.

12.1% of postings close within 7 days. Measured by our own scanner across the market. xiaopeng/index postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 45 days ago

xiaopeng/index median: 1 days open

The posting

1、负责小鹏大模型推理技术在物理AI场景下的工程搭建及落地，包括但不限于自动驾驶，舱驾融合，机器人等场景 2、负责小鹏大模型推理引擎XLLM的核心特性开发，包括但不限于kv cache管理，FlashAttention设计及优化，投机解码 3、负责小鹏大模型推理引擎XLLM的加速优化，包括模型结构优化（MoE，Diffusion）及底层计算加速（INT4、INT8）。 4、负责小鹏大模型压缩技术探索，涵盖量化（QAT/PTQ）、剪枝、蒸馏、稀疏化、NAS等 职位要求 1、硕士研究生及以上学历，计算机及相关专业； 2、有扎实的数据结构与算法基础，熟悉python或C/C++。 3、熟悉并掌握主流模型压缩技术，如量化（GPTQ/AWQ/SmoothQuant）、剪枝（Sheared-LLaMa）、蒸馏及NAS。 4、熟悉LLM推理框架（如vLLM，SGLang，TensorRT-LLM）及优化加速技术（如Flashattention、KV Cache Management，Speculative-Decoding）。 5、具备LLM推理优化和加速技术的实践经验。 6、拥有深入研究精神、创新能力及持续学习意愿。

加分项： 1、熟悉GPU/NPU硬件架构，能使用CUDA、CUTLASS进行编程优化。 2、有异构计算加速或芯片级性能调优经验。

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