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DeepSeek RL training infrastructure: 30,000 CPU cores, 3M sandboxes daily

160 CPU nodes. 30,000 CPU cores. 250 TB DRAM. PB-scale images and environment layers. 3 million sandbox instances per day, 380,000+ concurrently at peak, created at over 5,000 per second. This is the infrastructure that ran every RL training and evaluation sandbox for DeepSeek

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