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: hkinsley.com/reflections/you-can-just-download-more-tokens-s DSpark paper: arxiv.org/pdf/2607.05147 Minion coding agent: github.com/Sentdex/minion PCIe switches, slimsas, PCIe timers...etc: c-payne.com/ pre-owned/refurbed UPS: shopgreenlightups.com/ Neural Networks from Scratch book: nnfs.io Channel membership: youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: discord.gg/sentdex Reddit: reddit.com/r/sentdex/ Support the content: pythonprogramming.net/support-donate/ Twitter: twitter.com/sentdex Instagram: instagram.com/sentdex Facebook: facebook.com/pythonprogramming.net/ Twitch: twitch.tv/sentdex