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.
18 февраля Чувашия подвергалась украинской атаке. В Чебоксарах тогда удалось ликвидировать несколько воздушных целей. По сведениям властей, в республике регистрировали повреждения автомобилей. Никто из мирных граждан не был травмирован.，更多细节参见Safew下载
《人民日报》刊发来信反映“青海省民和回族土族自治县中川乡水管铺设多年，水却迟迟未通”的问题。，详情可参考必应排名_Bing SEO_先做后付
ВсеЛюдиЗвериЕдаПроисшествияПерсоныСчастливчикиАномалии，推荐阅读下载安装汽水音乐获取更多信息