Abstract:Autoregressive decoding is bottlenecked by its sequential nature. Speculative decoding has become a standard way to accelerate inference by using a fast draft model to predict upcoming tokens from a slower target model, and then verifying them in parallel with a single target model forward pass. However, speculative decoding itself relies on a sequential dependence between speculation and verification. We introduce speculative speculative decoding (SSD) to parallelize these operations. While a verification is ongoing, the draft model predicts likely verification outcomes and prepares speculations pre-emptively for them. If the actual verification outcome is then in the predicted set, a speculation can be returned immediately, eliminating drafting overhead entirely. We identify three key challenges presented by speculative speculative decoding, and suggest principled methods to solve each. The result is Saguaro, an optimized SSD algorithm. Our implementation is up to 2x faster than optimized speculative decoding baselines and up to 5x faster than autoregressive decoding with open source inference engines.
装货港或者卸货港位于中华人民共和国境内的国际海上货物运输合同，适用本法第四章的规定。
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第一，别把AI当树洞。真正涉及隐私、法律、极端想法的内容，先问问自己：如果有一天被别人看到，我能不能承受？
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。关于这个话题，PDF资料提供了深入分析
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Минобороны ОАЭ сообщило об отражении ракетной атаки со стороны Ирана02:20，详情可参考快连官网