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#training-stability

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01 ·How Transformers Work·★ MEMBER·PAPER·16 min read Paper Walkthrough: Designing Qwen3.8-Next — Accuracy, Efficiency and Stability as One Problem A ground-up read of the Qwen3.8-Flash-Next design report: the GDN hybrid, Qwen Sparse Attention, the Gated Residual and n-gram embeddings, judged the way the paper judges them — on loss, on cost, and on stability.