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
BY David's random thoughts
Telegram today rolling out an update which brings with it several new features.The update also adds interactive emoji. When you send one of the select animated emoji in chat, you can now tap on it to initiate a full screen animation. The update also adds interactive emoji. When you send one of the select animated emoji in chat, you can now tap on it to initiate a full screen animation. This is then visible to you or anyone else who's also present in chat at the moment. The animations are also accompanied by vibrations. This is then visible to you or anyone else who's also present in chat at the moment. The animations are also accompanied by vibrations.
Telegram’s stand out feature is its encryption scheme that keeps messages and media secure in transit. The scheme is known as MTProto and is based on 256-bit AES encryption, RSA encryption, and Diffie-Hellman key exchange. The result of this complicated and technical-sounding jargon? A messaging service that claims to keep your data safe.Why do we say claims? When dealing with security, you always want to leave room for scrutiny, and a few cryptography experts have criticized the system. Overall, any level of encryption is better than none, but a level of discretion should always be observed with any online connected system, even Telegram.
David& 39;s random thoughts from kr