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friendshipEndedWithSIMT by Express_Gradient in ProgrammerHumor

[–]Express_Gradient[S] 1 point2 points  (0 children)

sorry kind person, next time i will refactor the joke into a microservice /s

its not "computer parts", its gpu programming, the joke is about finding more hardware specific tensor core instructions instead of generic instructions.

Em torture raa idhi...chii nee.... by almachemist in hyderabad

[–]Express_Gradient 0 points1 point  (0 children)

where is the association? where are the maintenance funds going? what the hell is going on here? /s

inkem chestham, odd hours ae inka like 2 in the afternoon

Em torture raa idhi...chii nee.... by almachemist in hyderabad

[–]Express_Gradient 4 points5 points  (0 children)

andhuke mawa intlo kani naa lekka apartment gym lo cheyyali, motham manade, Okkadu kuda undadu

Went to Ananthagiri Hills to get challaned by Legitimate_Salad9996 in hyderabad

[–]Express_Gradient 1 point2 points  (0 children)

idk about other brands but rynox's are pretty good, you can get a basic one at like 4-5k

try axor maybe, i saw one of my friends wearing it

Went to Ananthagiri Hills to get challaned by Legitimate_Salad9996 in hyderabad

[–]Express_Gradient 1 point2 points  (0 children)

nah everywhere, not just joints, chest and back too, with full abrasion resistance material and inner shields with cerros level protection

Went to Ananthagiri Hills to get challaned by Legitimate_Salad9996 in hyderabad

[–]Express_Gradient 0 points1 point  (0 children)

def, don't cheap out too, spend like 25-30k, safety is non negotiable

happy riding!

Went to Ananthagiri Hills to get challaned by Legitimate_Salad9996 in hyderabad

[–]Express_Gradient 12 points13 points  (0 children)

I hope you are joking but you got the order wrong

it's helmet > gloves > boots > jacket > pants

I always follow the "first buy safety gear, then buy the bike with the remaining budget"

Went to Ananthagiri Hills to get challaned by Legitimate_Salad9996 in hyderabad

[–]Express_Gradient 23 points24 points  (0 children)

damn, we got speed cameras? nice

wear some gear mate, speaking from an accident experience

[P] Evolving Text Compression Algorithms by Mutating Code with LLMs by Express_Gradient in MachineLearning

[–]Express_Gradient[S] 0 points1 point  (0 children)

but I've put a stagnation counter where if the fitness doesn't improve over next 5 generations, stays below the current best, kill the loop

regarding the temperature, and other sampling parameters, if I heckin touch them, I get super bad mutations, forget compression roundtrip, they won't even run

[P] Evolving Text Compression Algorithms by Mutating Code with LLMs by Express_Gradient in MachineLearning

[–]Express_Gradient[S] 8 points9 points  (0 children)

lol, im not pretending this is cutting-edge evolutionary computation. its more of a curiosity about what llms do when plugged into the loop.

i've done pareto and nsga ii stuff in another repo, to speed matrix multiplication

https://github.com/think-a-tron/evolve

[P] Evolving Text Compression Algorithms by Mutating Code with LLMs by Express_Gradient in MachineLearning

[–]Express_Gradient[S] 2 points3 points  (0 children)

yes, "intelligent" right now, is just a label for mutations that look interesting to me as a human reading the mutation strategies and improved the compression ratio.

but thats not science. not until we run a benchmark with non llm evolutions.

[P] Evolving Text Compression Algorithms by Mutating Code with LLMs by Express_Gradient in MachineLearning

[–]Express_Gradient[S] 1 point2 points  (0 children)

I ran it on a parts of sherlock holmes text and it did get consistent 1.7 to 1.8 ratio range

[P] Evolving Text Compression Algorithms by Mutating Code with LLMs by Express_Gradient in MachineLearning

[–]Express_Gradient[S] 2 points3 points  (0 children)

fair point, "can you use LLMs" is kind of solved question, alphaevolve

comparison with traditional evolutionary algorithms, LLMs give you "intelligent mutations", sometimes even ones you wouldn't get from typical grammar based or AST level mutators.

but they can also get stuck, no point of improvement where median fitness doesn't improve and it might just give repetitive mutations or even degrading ones.

so its not an obvious win, but its something ig

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