Brian Lu @OnHoTisACap
I retweet Intertubes Joined October 2017-
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Class 100 Cleanroom Shed I Built For Semiconductor R&D :)
attention sinks may be a bias in causal transformers. as some of you know, i've been writing a long blogpost on attention and its properties as a message-passing operation on graphs. while doing so, i figured i might have found an explanation for which attention sinks may be an…
"turn this into ghibili style" >not ghibili style >yellow
VR-CLI is an obscenely powerful RL objective that was mentioned in a paper that wasn't hyped to 1/10th of the degree it deserved. "oh, you can optimize the reasoning traces for next-token prediction in a way that generalizes WAY better..." ...casual bombshell implications.
Has anyone tried to convert Qwen3 models to use MLA instead? It seems like it might be useful for decreasing KV cache memory usage on 235B-A22B I have a 2x P40 training node in my possession that I'm planning to use to test applying TransMLA to 30B-A3B.
my struggles with deepseek logits haven't been in vain, i've been working on a tool for investigating token trajectories! given a prefix, it'll roll out the entire token tree to a max depth / top-p. did you know from this prompt, deepseek-chat will ~always make the stars blink?
This may be my favorite contemporary addition to a historic neighborhood I've seen
A space sci-fi game project (the company I work for now), this is part of the concept design I did for the project (has been made public)
Today, I’m excited to launch the Advanced Manufacturing Company of America. We've raised $76M in initial funding from Caffeinated Capital, Founders Fund, Lux Capital, a16z, and others. The best time to build this business is right now, but the real work began decades ago.
Yet another massive breakthrough (the last one?) This is probably getting annoying at this point, but I must report that a new discovery led to yet another 10x-20x speedups, and more. This time, it came from noticing that certain parameter was affecting the interaction count.…
Yet another massive breakthrough (the last one?) This is probably getting annoying at this point, but I must report that a new discovery led to yet another 10x-20x speedups, and more. This time, it came from noticing that certain parameter was affecting the interaction count.…
Something you'll quickly learn if you talk to leftists and socialists outside of the United States is that they generally think we have the stupidest leftists and socialists on earth and don't understand how they got that way. Frankly, I don't get it either.
Something you'll quickly learn if you talk to leftists and socialists outside of the United States is that they generally think we have the stupidest leftists and socialists on earth and don't understand how they got that way. Frankly, I don't get it either.
I apologize for the emotional vagueposts. I'll be direct now a major breakthrough took place today for a context, I'm working on the problem of synthesizing a program by examples. that is, given a set of tests, like: f(3, [0,1,2,0,2]) = [1,1,1,0,2] f(1, [4,2,3,7,7]) =…
Poland now has the largest quantum key distribution network in Europe, and second after China. Pionier-Q – 1 770 km.
@gak_pdx IIRC Starlink terminals were manual lines, with outdoor tents, until ~10k/yr. When it rained in LA the parking lot would flood and engineers taped tupperwear to the bottom of their shoes to walk around. In-house injection molding wasn't a thing until they needed to support ~1M/yr
Frog put the CoT in a stop_gradient() box. “There,” he said. “Now there will not be any optimization pressure on the CoT.” “But there is still selection pressure,” said Toad. “That is true,” said Frog.
Frog put the CoT in a stop_gradient() box. “There,” he said. “Now there will not be any optimization pressure on the CoT.” “But there is still selection pressure,” said Toad. “That is true,” said Frog.
my 20s is over, I fell in love, fell out of love, travelled to many places, met many people, my lore cuts so deep there's not a single person who know the entirety of it. if I could do it again, I would treat everyone I've met better, with more respect, and more sincerely.
As a dev, I’ll go on the record and say that comments like this are often left by the best devs you’ll ever see. Being realistic about your code quality without blocking things is an art you hone over the years. It also happens more often when management pushes the team too hard
Me doing what I usually do on the internet (explaining resumable exceptions) lobste.rs/s/az2qlz/epic_…

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