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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



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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

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How to Use Bitcoin?

n the U.S. people generally use Bitcoin as an alternative investment, helping diversify a portfolio apart from stocks and bonds. You can also use Bitcoin to make purchases, but the number of vendors that accept the cryptocurrency is still limited. Big companies that accept Bitcoin include Overstock, AT&T and Twitch. You may also find that some small local retailers or certain websites take Bitcoin, but you’ll have to do some digging. That said, PayPal has announced that it will enable cryptocurrency as a funding source for purchases this year, financing purchases by automatically converting crypto holdings to fiat currency for users. “They have 346 million users and they’re connected to 26 million merchants,” says Spencer Montgomery, founder of Uinta Crypto Consulting. “It’s huge.”

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