Comment by Matl
9 days ago
I think the best bet is that that at some point going from 30B params to 9T params is realistically going to give the closed model a 10% edge in niche tasks, but that the open model would be very useful most of the time still.
I don't know how realistic that expectation is, but if you think about the difference between say 10,000 USD speakers and 50,000 speakers then the 50k ones may sound slightly better but certainly not enough to justify the 40k difference
It's also proven over and over again that people are okay with "good enough" 99% of the time:
- Smartphone cameras > dedicated cameras
- "UHD" streaming video > UHD Blueray @3-7x the bitrate
- 128kbps music streams > CDs
- Airpods > equally priced but much better sounding headphones
Sure the nicer stuff still exists and is indeed more performant, but it's not cheap and it's also not what's driving the market. I don't see why this won't apply to AI once local models become "good enough" too.