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DeepSeek V4 Pro vs GPT-4o: Real Benchmark Comparison (June 2026) I ran both models through 20 coding, math, and reasoning tests. Here are the raw numbers. After DeepSeek V3 shocked the AI world in early 2025, the obvious question became: can the next generation actually compete with GPT-4o in r...
1180 tok/s 的地表極速是什麼概念？在 256 tokens 的輸出下，運算只要 0. 22 秒就瞬間結束，這表示 DiffusionGemma 26B 在 NVIDIA GH200 上跑 vLLM 的速度，整整比 M2 Max 快了 80 倍！ 延續系列第一篇在 M2 Max 96GB (MLX) 篇 中探討地端 Agent「無限 Token 自由」的實驗，當時 Standard 4-bit 雖然擠出了 31. 6 tok/s 的不錯峰值，但面對長 Context（上下文）與多用戶併發請求時，Mac 的排隊機制與記憶體頻寬依然顯得力不從心。 為了追求 Production等級部...
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Originally published on lavkesh. com YouTube's 2026 AI-powered feature that summarizes videos is more than just a convenience - it's a glimpse into a larger shift towards machines that understand information, not just scan it. This same transformation is now happening in enterprises, where AI ag...
(Ibeyi) Newly independent and proudly self-sufficient, Naomi and Lisa-Kaindé Diaz mix ancient lore with heavy bass, and harmonies with distortion, to incantatory effect Having ceded creative control to numerous collaborators on 2022’s Spell 31 (veteran pop songwriter Eg White; rappers Pa Salieu a...