OpenCiv1 – open-source rewrite of Civ1

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首位接种疫苗的学生——22岁的奥利弗·孔特雷拉斯——表示他很高兴在返回东萨塞克斯郡布莱顿的家之前接种了疫苗。

中东战火一烧,更多细节参见搜狗输入法跨平台同步终极指南:四端无缝衔接

Summary: Recent studies indicate that language models can develop reasoning abilities, typically through reinforcement learning. While some approaches employ low-rank parameterizations for reasoning, standard LoRA cannot reduce below the model's dimension. We investigate whether rank=1 LoRA is essential for reasoning acquisition and introduce TinyLoRA, a technique for shrinking low-rank adapters down to a single parameter. Using this novel parameterization, we successfully train the 8B parameter Qwen2.5 model to achieve 91% accuracy on GSM8K with just 13 parameters in bf16 format (totaling 26 bytes). This pattern proves consistent: we regain 90% of performance gains while utilizing 1000 times fewer parameters across more challenging reasoning benchmarks like AIME, AMC, and MATH500. Crucially, such high performance is attainable only with reinforcement learning; supervised fine-tuning demands 100-1000 times larger updates for comparable results.

В Соединённых Штатах озвучили сроки начала сухопутной операции в Иране02:19

确立“安全港”制度

Александр Лукашенко высказал одобрение в адрес Аллы Пугачевой, назвав ее образцовой14:57

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