一 | After a report came out Wednesday revealing that 5 million barrels of oil from the Strategic Petroleum Reserve (SPR) had been sent to Asian and European countries, Republicans have been slamming President Biden for the mistake.,In late March, Biden announced that he was releasing 1 million barrels a day from the SPR for eight months, in an attempt to lower fuel prices for Americans that have been skyrocketing since the West issued harsh sanctions on Russia.,But, according to the report, instead of going to U.S. refineries, 5 million barrels of crude oil went to other countries, including China.,"The American people deserve answers as to why our emergency energy reserves are being sent to foreign adversaries like the Chinese Communist Party, compromising our energy security and national security," stated House Energy and Commerce Committee Member Cathy McMorris Rodgers in a statement to Fox News Digital.,Meanwhile, Michigan Representative Fred Upton, also a Republican, tweeted on Thursday that "The Strategic Petroleum Reserve is meant for national emergencies – not policy blunders,” while noting that the administration still has not answered his and McMorris Rodgers’ letter to Energy Secretary Jennifer Granholm asking about how Biden’s release of the SPR may be emboldening China. That letter was sent in early June, before the report of the missing 5 million barrels was released by Reuters.,"What do they have to hide?" McMorris Rodgers asked when speaking about the letter.,Instead of tapping the SPR, Republicans would prefer Biden authorize increased domestic production of oil.,"President Biden needs to remember that our strategic energy reserves are for emergencies, not to cover up bad policies. America needs to flip the switch and increase our capacity to produce and refine oil here at home," McMorris Rodgers stated. "Now is not the time to use our strategic stockpile.",The SPR is currently at its lowest level since December 1985.,“After multiple failed attempts to lower U.S. gas prices by robbing our emergency strategic petroleum reserve, will someone please inform the decision makers at 1600 Pennsylvania Avenue that we have much larger and more strategic undeveloped energy resources that can be extracted, processed, and utilized cleaner and safer right here at home benefiting American workers and businesses?" Bruise Westerman, a Republican representative from Arkansas told Fox News Digital.,Meanwhile, U.S. crude inventories have reached their lowest levels since 2004, even as refineries are running near their peak capacity. According to Reuters, U.S. Gulf Coast refineries are running at 97.9% utilization.,At a press conference on Tuesday, White House press secretary Karine Jean-Pierre said she was not aware of the report. At Thursday’s press conference, Jean-Pierre did not address the report but did she call Biden tapping the SPR “historic” and mentioned the administration’s call to issue a holiday on federal taxes on gasoline.。 8 月 26 日消息，Artificial Analysis 于 8 月 24 日发布博文，宣布携手 Liquid AI，发布面向手机端的 AI 跑分基准，重点关注 AI 模型在苹果 iPhone 17 Pro 上的表现。其中 Artificial Analysis 负责智能水平测试系统，Liquid AI 负责推理性能测试系统，双方选用 5 项基准测试：BFCL（Berkeley 函数调用排行榜）IFBench（指令遵循测试）AA-Omniscience（知识与认知相关测试）GPQA Diamond（高难度问答测试）MATH-500（数学问题测试）。测试模型对象为 4 bit 量化后体积不超过 8GB 的模型，示例包括 Gemma 4 E2B 和 LFM2-2.6B-Exp。
二 | 当上下文长度限制为 16K tokens 后，平均基准测试得分最高的是 Nanbeige4.2-3B 和 LFM2.5-2.6B。当响应时间限制为最长 1 分钟时，LFM2.5-8B-A1B 排名第 1，随后是 LFM2-2.6B-Exp、Gemma 4 E4B（Non-reasoning）和 Granite 4.1 8B。
三 | Nanbeige4.2-3B 是 BOSS 直聘旗下的南北阁实验室推出，仅含 30 亿非嵌入参数（总参数约 40 亿），采用 Looped Transformer 架构，通过在不增加参数量的前提下复用 Transformer 层（循环两遍），提高模型的有效计算深度和容量。横轴表示“输出 256 个 token 所需的时间（秒）”，纵轴表示“上下文长度限制为 16K 个 token 时的平均基准测试得分”。
四 | “Nanbeige4.2-3B”的基准测试得分与“LFM2.5-2.6B”相当。
五 | 在上下文长度限制为 16K 个 Token 时，平均基准测试得分中得分最高的是 Nanbeige4.2-3B 和 LFM2.5-2.6B。
六 | 当响应时间限制为最长 1 分钟时，LFM2.5-8B-A1B 排名第 1，随后是 LFM2-2.6B-Exp、Gemma 4 E4B（Non-reasoning）和 Granite 4.1 8B。附上相关截图如下：。
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