DeepSeek Elastic Compute (DSec)

(arxiv.org)

56 points | by shenli3514 3 hours ago

3 comments

  • doc_ick 29 minutes ago
    Will admit that I haven’t read it yet, just saw the crazy number of authors and think this may compete for one of the papers with the most authors.
  • vblanco 58 minutes ago
    380.000 concurrent sandboxes on 160 Epyc based server nodes. Crazy stuff
  • swingboy 1 hour ago
    Is there a lab more innovative than DeepSeek? Imagine if they had the same compute resources that Anthropic and OpenAI have.
    • ProphetOfParado 1 hour ago
      Food for thought: Constraints are the source of creativity.
      • conception 1 hour ago
        Yeah if they had the resources of an OpenAI or anthropic they’d be OpenAI or Anthropic. Scrappy underdogs have to be nimble and innovative.
        • mirekrusin 43 minutes ago
          They are as “underdog” as Linux is to Windows.
      • rozim 48 minutes ago
        Possibly relevant: 突破技术壁垒, "break the technical barricade" -> overcome an obstacle through innovation (in this case, sub SOTA GPUs at least).

        Native Chinese speakers to confirm....

        • michaellee8 42 minutes ago
          your translation is correct, I would say Chinese labs may be able to figure out the current capability of latest frontier models in 3-6 months, but then Anthropic and OpenAI may have already been ASI in that time already. China's main problem is still lack of (good) chips, and that is a hardware issue that is unlikely to be solved for a while. and more effort for efficiency means less effort for actual capability improvements. we have already seen what anthropic can do if they focus on efficiency with opus 5.5
    • impulser_ 1 hour ago
      Short term they might have less compute, but long term they will most definitely have more compute. They don't have to worry about energy, they don't have to worry about people blocking them building data centers the only thing stopping them is there no Chinese manufacturer that can produce a chip as good as Nvidia but I would bet that solved in a year or so.
    • SmartestUnknown 37 minutes ago
      Just because other companies don't write papers about what they do doesn't mean they aren't innovative...
      • doc_ick 29 minutes ago
        Sure, but we’ll never know what they do or if it is innovate because we won’t know what they do.
    • ijidak 35 minutes ago
      "Necessity is the mother of invention."

      Not sure they'd be the same without the constraints.