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Luo Kairong

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Student at Tsinghua University

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New transformer trick cuts training compute by up to 18% by looping middle layers twice
arXivpositiveSep 4, 2026

“Researcher who contributed to SMELT paper on looped transformers cutting training compute.”

Open-source 2B model matches Qwen on consumer GPUs for under $7K
arXivpositiveSep 2, 2026

“Co-author of Puro-2B open-source model trained cost-efficiently on consumer GPUs.”