Understand the two technical improvements made by Kimi k3. Kimi Delta Attention a hybrid linear-attention mechanism the company says delivers over 6x faster decoding at long context, and Attention Residuals, a drop-in replacement for standard residual connections that improves training efficiency. Kimi Delta Attention (KDA) refines the gated delta rule with fine-grained, channel-wise gating and ...

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Link :
https://www.nextbigfuture.com/2026/07/211316.html