{
  "script": [
    {
      "text": "A 27B parameter pile needs sixty gigs of RAM; this whole phone thing is pure bullshit, Morty.",
      "character": "Rick Sanchez"
    },
    {
      "text": "W-wait, Rick, so you're saying massive models are just fundamentally too big to work on anything practical?",
      "character": "Morty Smith"
    },
    {
      "text": "They aren't 'big,' they're computationally bloated, requiring server hardware just to spit out garbage, which is why one-bit methods are a damn interesting distraction.",
      "character": "Rick Sanchez"
    },
    {
      "text": "How small are we talking about if we actually managed to shrink something down enough to fit on, I don't know, a phone?",
      "character": "Morty Smith"
    },
    {
      "text": "These compression methods can slash models by ninety percent, letting something that huge run locally without needing a data center choke.",
      "character": "Rick Sanchez"
    },
    {
      "text": "S-so if it's that tiny, won't it just start making up stuff way worse than the original, like what that BitNet repo showed?",
      "character": "Morty Smith"
    },
    {
      "text": "BitNet was theoretical bullshit, but PrismML's current Bonsai models are fifteen times smaller than the full-precision training.",
      "character": "Rick Sanchez"
    },
    {
      "text": "Fifteen times smaller? But how much memory does that actually use compared to the FP16 version of an 8B model, which is about ten gigs?",
      "character": "Morty Smith"
    },
    {
      "text": "The Bonsai 8B model needs just one gigabyte of memory, Morty. One. You could run an OS on that trash.",
      "character": "Rick Sanchez"
    },
    {
      "text": "Oh geez, that's... that's actually messed up how small that is, but why can't we just use it for real?",
      "character": "Morty Smith"
    },
    {
      "text": "These Bonsai models are proprietary, Morty. You gotta pay to use the shrunk-down genius, you moron.",
      "character": "Rick Sanchez"
    },
    {
      "text": "S-so it's minuscule and powerful, but we're locked into paying some corp for the optimization, right?",
      "character": "Morty Smith"
    },
    {
      "text": "Yeah. And that's just the bleak reality of how shit this whole technological thing is.",
      "character": "Rick Sanchez"
    }
  ]
}