Temperature in LLMs

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This comes from the statistical thermodynamics view of temperature, as higher energy states only become more frequently occupied at higher temperature, hence the connection to the word, at higher 'temperatures' the less probable states become more frequently occupied

skyrailmaxima

Bro making me think i'm doing something productive while i'm procrastinating.

chonkycat

Presumably, this terminology derives from something like stat mech having to do with entropy and Boltzmann distributions where as we ramp up the temperature, the probability of being in higher energy states becomes more and more likely

michaelc.

Temperature in LLM is very similar to that in Simulated Annealing method, even with the motivation lol

steve

If in machine learning there's such a thing as temperature, and there is also such a thing as entropy. Then it must exist the concept of heat, which would be a difference in entropy times the temperature

gustavoexel

Pretty sure copilot let's you do this, picking between Creative, Balanced, and Precise, correct me if I'm wrong though!

Ashchu

So basically it's like a knob to control determinism

yassine-sa

Out of Context, could you Please do a video on the math of a Rubik's Cube?

KhorTutlieth-rzwu

In that case, I prefer high temperature over low temperature. I freaking hate using the same words, phrases, perspective over and over and over how the other guy used it 20 years ago and repetition. In the normal definition of the word, I prefer low temperatures, winter, that is ❄️

MictheEagle

When you explain it, a LLM looks just like it was made to crack any code, you have a few words in clear text.

goiterlanternbase

Should also do a video on the relation between temperature and watermarking.

existenceisillusion

How does it make sure it doesn’t break the grammar by choosing less likely word

YT-yt-yt-

So is this what the middle button that generates and suggests random text while I’m typing is?

ilikecatsalot

Would it be outside your wheelhouse to share your thoughts on how machine learning and the widespread use of LLMs is energy intensive enough to make an alarming carbon footprint, thus contributing to climate change? This is an urgent topic that needs minds in many sectors of the popular science/math community

glum_hippo

I wonder what Cross Products signify in this

lsgohgl

Wow, how to set temperature in prompts?

yourengineerbro

How do temperature below 1 work? Would appreciate if someone could explain, because if the most likely probability is made even more likely, how does this change the outcome?

Sibyltec

Can you make a short about differnt sizes of inifnity

Callum-hufg

Could you make a video explaining how ai image generation works?

NickH-ol

ah yes, my hot dog is made of abomasum

giggabiite

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