BREAKING NEWS🚨: NVIDIA has just achieved 423 tok/s/user 🚀 on the 2.8T Parameter Kimi K3 model via a new upstream vLLM optimization. 1.68x Faster on the Same Hardware!
This was done by NVIDIA CentML's Benjamin, who wrote NVIDIA's new decode-specialized kernels in Cute DSL via aggressive Megakernel fusion. This is a 12,000 LoC Megakernel and is the future of advanced AI-assisted kernel generation. NVIDIA is already working on DeepSeekv4.1 and other models for vLLM too.
Someone should give this NVIDIA 10x engineer a raise for this great new major feature!
US Crude Inventories Surge Unexpected
U.S. crude inventories jumped 17.423 million barrels, far above the 1.8 million-barrel draw expected.
Cushing stocks also rose by 1.611 million barrels.
Gasoline inventories fell 968,000 barrels, while distillates were nearly unchanged.
The data points to a much looser crude market than analysts had anticipated.
On this date in 2016, Auston Matthews made his NHL debut for the Toronto Maple Leafs, becoming the first player in the NHL modern era to score 4 goals in their debut 👏
Matthews has 423 career goals and last season he became the sixth-fastest player in NHL history to score 400 goals, needing just 628 games.
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BREAKING: The Strategic Petroleum Reserve (SPR) fell -403,000 barrels last week, to 285 million barrels, its lowest since November 1982.
This marks the 25th consecutive weekly decline, the longest streak since the 2021-2023 period.
Over this time, US oil inventories in the SPR have dropped -131 million barrels, or -46%.
To put this into perspective, oil reserves in the SPR stood at 650 million barrels in 2020, or +128% above the current levels.
Meanwhile, commercial crude oil stocks excluding the SPR declined -640,000 barrels last week, to 423.4 million barrels, the lowest reading since the end of July.
America's oil reserves are running dangerously low.