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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 Does Bitcoin Mining Work?

Bitcoin mining is the process of adding new transactions to the Bitcoin blockchain. It’s a tough job. People who choose to mine Bitcoin use a process called proof of work, deploying computers in a race to solve mathematical puzzles that verify transactions.To entice miners to keep racing to solve the puzzles and support the overall system, the Bitcoin code rewards miners with new Bitcoins. “This is how new coins are created” and new transactions are added to the blockchain, says Okoro.

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