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8-9 t/s并没有完全发挥8060S的潜力,llama.cpp的llama-server有一个小问题导致server配speculative decoding时性能欠佳(与具体硬件无关):https://github.com/ggml-org/llama.cpp/issues/12968

动手简单修一下这个问题之后Qwen 2.5 72B iq4_xs + 1.5B draft在acceptance rate理想时可达到10-12 t/s左右
https://github.com/hjc4869/llama.cpp/commit/0b32f64ffbe973e99e0dc7097be31d4d966d476e

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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.”

Why Telegram?

Telegram has no known backdoors and, even though it is come in for criticism for using proprietary encryption methods instead of open-source ones, those have yet to be compromised. While no messaging app can guarantee a 100% impermeable defense against determined attackers, Telegram is vulnerabilities are few and either theoretical or based on spoof files fooling users into actively enabling an attack.

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