Distributed training with Ray Train DLCs and EFA on EKS
The Ray Train Deep Learning Container ships the full CUDA-through-EFA stack, so you build no image. This post walks through a reproducible sample that fine-tunes Qwen2.5-1.5B with PyTorch FSDP across eight GPUs on two EFA-enabled g6.12xlarge instances on Amazon EKS, using the container exactly as published.
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Qué ocurrió
The Ray Train Deep Learning Container ships the full CUDA-through-EFA stack, so you build no image. This post walks through a reproducible sample that fine-tunes Qwen2.5-1.5B with PyTorch FSDP across eight GPUs on two EFA-enabled g6.12xlarge instances on Amazon EKS, using the container exactly as published.
Por que importa
The development may change operating conditions or market expectations around Amazon. Further confirmation and measurable outcomes matter.
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- AWS Machine Learning BlogFuente primaria · Respalda · EN · 100%Distributed training with Ray Train DLCs and EFA on EKS ↗
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- Distributed training with Ray Train DLCs and EFA on EKS Observado
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