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*overfit to recent data
finally, how would you create these boundaries where you decide to minimise KLD?
if temporally decided, it's suboptimal
if decided based on abstract ideas, it runs into the same challenges as BLT or LCM.

*overfit to recent data finally, how would you create these boundaries where you decide to minimise KLD? if temporally decided, it's suboptimal if decided based on abstract ideas, it runs into the same challenges as BLT or LCM.

RL and efficient distributed pretraining • eXperiments lab • memes and training lores

avatar for tokenbender
tokenbender
Sun Nov 02 16:26:15
the cost angle is definitely one of the factors. 
another is that it all gets handled at scale and we shouldn't overfit the data in pretraining that can be noisy and possibly lower quality.

the cost angle is definitely one of the factors. another is that it all gets handled at scale and we shouldn't overfit the data in pretraining that can be noisy and possibly lower quality.

*overfit to recent data finally, how would you create these boundaries where you decide to minimise KLD? if temporally decided, it's suboptimal if decided based on abstract ideas, it runs into the same challenges as BLT or LCM.

avatar for tokenbender
tokenbender
Sun Nov 02 16:24:09
https://t.co/k8dEZBW68s

https://t.co/k8dEZBW68s

Wonderer. Amor fati. Scaling trust.

avatar for Michael Frank Martin
Michael Frank Martin
Sun Nov 02 16:15:00
Wow, first good reason to go to the moon.

Wow, first good reason to go to the moon.

AI @amazon. All views personal!

avatar for GDP
GDP
Sun Nov 02 16:14:53
"I think that since our species lives on information, information is the ultimate trade good because it is a nonrivaled good. You can share it with someone else without being deprived of it yourself. It can be multiplied, and that makes it the ideal medium of reciprocity, conferring a large benefit to someone else at a small cost to oneself."

Beautiful words @sapinker! And thank you, @tylercowen for hosting him and sharing the transcript.

"I think that since our species lives on information, information is the ultimate trade good because it is a nonrivaled good. You can share it with someone else without being deprived of it yourself. It can be multiplied, and that makes it the ideal medium of reciprocity, conferring a large benefit to someone else at a small cost to oneself." Beautiful words @sapinker! And thank you, @tylercowen for hosting him and sharing the transcript.

https://t.co/k8dEZBW68s

avatar for Michael Frank Martin
Michael Frank Martin
Sun Nov 02 16:14:40
Me too:

in 2016
in 2017
in 2018

Keep showing up.

Me too: in 2016 in 2017 in 2018 Keep showing up.

🧑‍💻 https://t.co/Y30jsaHwz9 $20K/m ⚡️ https://t.co/vatLDmi9UG $17K/m 📈 https://t.co/3EDxln5mdi $16K/m ⭐️ https://t.co/MZc8tG9xWi $8K/m 🧬 https://t.co/SfrVXVtmdA $.5K/m 🍜 https://t.co/r07EpGSYJ2 $0K/m 🧾 https://t.co/7olaOzV8Xd $0/m +18 https://t.co/4zCWHGJp1S

avatar for Marc Lou
Marc Lou
Sun Nov 02 16:12:56
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