You Can Just Download More Tokens/Sec

Talking DeepSeek DSpark / DeepSeek V4 Flash, Kimi K3, GPT-5.6, model speed, keeping hardware running and more. Writeup with dspark bench perf: https://hkinsley.com/reflections/you-can-just-download-more-tokens-sec-dspark DSpark paper: https://arxiv.org/pdf/2607.05147 Minion coding agent: https://github.com/Sentdex/minion PCIe switches, slimsas, PCIe timers...etc: https://c-payne.com/ pre-owned/refurbed UPS: https://shopgreenlightups.com/ Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex