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Open nowPosted 457 days ago

模型训练框架研发工程师

iwpirwbutbu/index96 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now模型训练框架研发工程师iwpirwbutbu/index · Shenzhen, Guangdong, Chinese Mainland

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on iwpirwbutbu/index's own form.

The reply lands in your private mailbox

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The clock on this job

Early applications get read.

13.8% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.2%1 day
  2. 4.7%3 days
  3. 13.8%7 days
  4. 22.3%14 days
  5. 37.8%30 days
  6. 59.0%60 days
This job: posted 457 days ago

The posting

1、开发优化大模型训练框架，支持单任务万卡以上规模高效稳定训练； 2、训练性能加速，包括框架加速、算子加速等； 3、平台智能化体系构建，提升平台的智能化程度；

1、熟悉docker原理、kubernetes核心组件（调度器/网络/存储）、容器运行时及CRD开发，具备大规模集群调优经验； 2、有kubeflow，argo,volcano等开源软件使用/开发经验； 3、熟练使用PyTorch框架，可对DDP训练的代码进行性能分析和优化； 4、熟练使用主流大模型训练框架DeepSpeed、Megatron，掌握3D并行、ZeRO机制、Flash-Attn等的原理、使用场景、优劣势以及可优化方向； 5、有实际大模型的训练调参和效果评测项目经验的优先； 6、良好的沟通能力、解决问题能力。

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