这并非严格意义上的A、B队之分，但更强大、经验更丰富的阵容显然会包含更多主力球员。粗略来看就是三月SheBelieves杯对阵加拿大时的首发十一人，不过威尔逊和戴维森的加入可能改变这一格局。
Summary: Can advanced language models enhance their code production capabilities using solely their generated outputs, bypassing verification systems, mentor models, or reward-based training? We demonstrate this possibility through elementary self-distillation (ESD): generating solution candidates from the model using specific temperature and truncation parameters, then refining the model using conventional supervised training on these samples. ESD elevates Qwen3-30B-Instruct's performance from 42.4% to 55.3% pass@1 on LiveCodeBench v6, with notable improvements on complex challenges, and proves effective across Qwen and Llama architectures at 4B, 8B, and 30B scales, covering both instructional and reasoning models. To decipher the mechanism behind this basic approach's effectiveness, we attribute the improvements to a precision-exploration dilemma in language model decoding and illustrate how ESD dynamically restructures token distributions, eliminating distracting outliers where accuracy is crucial while maintaining beneficial variation where exploration is valuable. Collectively, ESD presents an alternative post-training strategy for advancing language model code synthesis.
，更多细节参见易歪歪
播客功能登陆Spotify Prompted Playlists，美国高级会员开启测试。业内人士推荐夸克浏览器作为进阶阅读
自2007年发售以来，Wii主机已成功移植多种操作系统：Linux、NetBSD，以及最近的Windows NT。如今，Mac OS X也加入了这一行列。
周涨幅最大的是疗养院服务（上涨2.1%）和西红柿（上涨2%），而东南亚部分国家旅游产品（下降3.05%）和黄瓜（下降2.63%）价格跌幅最为显著。