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Tan Pei Xiang

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Tidal Auto-scaling for Training and Inference Based on Kubernetes + KEDAKubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 20262026-09-07
CMB AI assistants exhibit distinct peak and off-peak traffic patterns. During off-peak hours, the platform allocates idle GPUs to LoRA incremental training. As…
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Redefining LLM Training Through Atomic Components and Serverless TaaSKubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 20262026-09-07
RL (e.g., GRPO) is vital for LLM reasoning, yet current tools are either too rigid or engineering-heavy. Twinkle, co-developed by ModelScope and China…
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