想着五一前后挑战llama4 400B发现并没什么挑战性，q4模型用7970X (150GB/s)纯CPU prefll 108 t/s decode 13.8 t/s，用8G显存offload dense层27 t/s，塞满双卡96G显存能30.8 t/s
不过llama.cpp的override tensors的prefill看起来是用纯GPU走PCIe访问内存里的模型，还有优化空间。至少不应该比纯CPU差
BY David's random thoughts
In many cases, the content resembled that of the marketplaces found on the dark web, a group of hidden websites that are popular among hackers and accessed using specific anonymising software.“We have recently been witnessing a 100 per cent-plus rise in Telegram usage by cybercriminals,” said Tal Samra, cyber threat analyst at Cyberint.The rise in nefarious activity comes as users flocked to the encrypted chat app earlier this year after changes to the privacy policy of Facebook-owned rival WhatsApp prompted many to seek out alternatives.
There are multiple ways you can search for Telegram channels. One of the methods is really logical and you should all know it by now. We’re talking about using Telegram’s native search option. Make sure to download Telegram from the official website or update it to the latest version, using this link. Once you’ve installed Telegram, you can simply open the app and use the search bar. Tap on the magnifier icon and search for a channel that might interest you (e.g. Marvel comics). Even though this is the easiest method for searching Telegram channels, it isn’t the best one. This method is limited because it shows you only a couple of results per search.
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