theseriousadult @gallabytes
keeping supercomputers warm @midjourney Seattle Joined April 2014-
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slowly but surely becoming jepa-pilled. dinov2 is basically jepa. clip is kinda like jepa. diffusion isn't jepa, maybe that's the problem with it.
I miss Rust. Spent a bunch of time this week investigating a mysterious result which turned out to be due to unexpected mutability. Borrow checker would have caught it immediately.
new EA cause area just dropped
ridiculously much more, the question is how much of that complexity is cognitively important (vs marginal or even just noise)
ridiculously much more, the question is how much of that complexity is cognitively important (vs marginal or even just noise)
goddamn fr?
this really matches my experience - torch code in the wild usually 50% slower than it should be unless it has custom cuda or triton. jax code in the wild is often as fast as it should be, and usually no more than 20% slower. wonder if this will change as jax gets more popular.
... to have more kids are people who would like to spend more time with kids, offering a subsidy only available to people willing to reduce time with kids is throwing money at the absolute least efficient part of the fertility decision tree.
I'd be so much more bullish on Google if they started selling TPUs instead of just renting them. I mean the training clusters not inference chips. If anything keep the cheap inference chips locked down internally and secure yourself some long term margins.
I'd be so much more bullish on Google if they started selling TPUs instead of just renting them. I mean the training clusters not inference chips. If anything keep the cheap inference chips locked down internally and secure yourself some long term margins.
wait wtf did my tf.data code just work on the first try?
hate loading pretrained models. yes even ones I trained. easily the 2nd worst part of ML dev (#1 is still debugging tf.data). I just want a way to package up a pytree of tensors and some methods and save them to disk. Pickle should work for this at least in…
Nicholas Cage has an opportunity to do the funniest thing
we may or may not create systems which can learn as efficiently as the best humans in the next decade. what we will do, almost certainly, is keep filling in more and more of the convex hull of human capability, collected into single artifacts of great power. neat!
we may or may not create systems which can learn as efficiently as the best humans in the next decade. what we will do, almost certainly, is keep filling in more and more of the convex hull of human capability, collected into single artifacts of great power. neat!
Imagine a world where people thought "artificial general dexterity" (AGD) was a clear phrase. They argue over AGD timelines. For each new robot: "Woaah! Sparks of AGD!?!?" One robot company declares it will share profits with all humanity -- only come AGD.
I've been wanting to test something like this for a while but never got around to it - really happy to see this! Now someone combine it with score entropy discrete diffusion to get the best of both worlds ( aaronlou.com/blog/2024/disc… ): training speed of autoregressive, inductive…
I've been wanting to test something like this for a while but never got around to it - really happy to see this! Now someone combine it with score entropy discrete diffusion to get the best of both worlds ( aaronlou.com/blog/2024/disc… ): training speed of autoregressive, inductive…
huge if true
Jax on TPU is such a lovely contrast to everyone's complaints about Torch on GPU. Feel like I'm running a Linux webserver in 2004 - this is so much less jank than the market-leading madness, but people haven't yet switched en-masse due to some combination of not knowing that…
Jax on TPU is such a lovely contrast to everyone's complaints about Torch on GPU. Feel like I'm running a Linux webserver in 2004 - this is so much less jank than the market-leading madness, but people haven't yet switched en-masse due to some combination of not knowing that…
Sarah Constantin @s_r_constantin
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23K Followers 480 Following a really exciting new account "have you ever though you might be like scott alexander? very smart, but can't do math" - anonMichael Lai 赖天宸 @Mtclai
3K Followers 1K Following Running for the SF Board of Supervisors District 11 | SF DCCC | community first | before: reimagining early education at Tinycare @MinervaUni @HarvardDylan Patel @dylan522p
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2K Followers 1K Following ‿︵‿︵‿︵‿︵‿︵‿︵‿︵‿︵‿︵‿︵‿︵‿ design x software x code (c.f. Material You) forever buffalonian, current canterbridgian XOOGLERDwarkesh Patel @dwarkesh_sp
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1K Followers 442 Following engineer at @midjourney. look at my very fast grid, wow it's so fast https://t.co/mxJT1QULli@GeoGDF01 Even with all that being true, a bag of them shouldn't cost 90K. And what you're saying isn't likely true, especially about the tooling. It's an effing bushing, not some part being milled out of a rare Ti alloy on a 9-axis that takes the CMM hours or days to check tolerances.
@bmariner I’m sure this same conversation paid out as Marius tried to outfit and standardize the legions. Also, if you don’t know and from why we are here, you won’t create effective solutions, something about a fence or a gate…
@GeoGDF01 So we can illustrate how we got here. Great. Being here still sucks.
Wow. This exploded. Now I’ll just take bets on who knows what MIL-STD-810 is.
Because you ask for obscure specs that are about 15 revisions behind, it's made on one set of tooling that has to be remade each time, and you want 10,000 TOMORROW and then won't order shit for 3 years.
WALTZ: How much do you think the Air Force pays for this bag of bushings? USAF SEC. KENDALL: I don't know, Congressman. WALTZ: $90,000.
I guess the second sentence could be a throwaway line/joke, but even in that case, the first sentence still doesn't make much sense. And if the second sentence is completely earnest... yikes. 2/2
The Old Testament says Cyrus the Great was anointed by God. He ended the Babylonian captivity. The Persians as a whole come across very well. The only way the first sentence makes any sense is if he thinks the Babylonians, Assyrians, etc. came from present-day Iran. Which... 1/2
It's mildly astonishing how Iraq routinely has its sovereignty violated by absolutely everyone and can't/won't do anything about it. True of Syria also. Israel is attacking Iranian forces on Iraqi territory and Iraq just has to put up with both of them dicking around.
Possible armory struck by air in Iraq.
I think this is unfortunately true and why the changes Villeneuve made to Chani are ultimately really great.
Dune is not a warning about Paul. It's a warning about everyone else.
Nobody could've predicted this but it turns out cheering on a mentally ill person burning himself to death has caused more mentally ill people to burn themselves to death
I love how Slotkin was just a CIA analyst, not some kind of hardcore spook, and even she knows exactly how to drop anodyne information in a way perfectly tailored to freak the target out Our intelligence agencies truly are the best in the world 🇺🇸🇺🇸🇺🇸
Interesting. I would like to see GPT-5 before concurring
Zuck on Dwarkesh TLDR: AI winter is here. Zuck is a realist, and believes progress will be incremental from here on. No AGI for you in 2025. 1) Zuck is essentially an real world growth pessimist. He thinks the bottlenecks start appearing soon for energy and they will be take…
Still blows my mind that the Vietnam draft LOTTERY ended up not being truly random because the guy didn't mix the balls in the urn sufficiently science.org/doi/abs/10.112…
@KarenAttiah "Damn, replying isn't getting me the likes I need. Let's try quote-tweeting to get this in front of my followers. What am I going to say though? There's no substantial counterargument I can offer. Eh, I guess I'll misrepresent what he said. That usually works with my followers."
It’s not my policy to dunk on people for not seeing the solution to a brain-teaser, but it is my policy to dunk on accounts with credentials in their handle
Inspired by playing around with llama-8b-instruct. It's one hell of a weird model. Feels like a fairly complete mind, hunched over in early layers – strapped to an inadequate decoding substrate, with hopelessly overbaked modes. A tragic crippled painter with SDXL-Turbo for hands.
if you're in mechanistic interpretability, pivot to semiotic crystallography
@cis_female @abhi_venigalla try 6144 or 12288 !
@cis_female Try increasing layer widths and I bet you itll hit over 50%!
here's the microcode for layernorm gist.github.com/sophiawisdom/b… gelu gist.github.com/sophiawisdom/a… add gist.github.com/sophiawisdom/7…
here's the transformer implementation: gist.github.com/sophiawisdom/c… here's the microcode for fp16 matmul (mlp_up, mlp_down, qkv, o) gist.github.com/sophiawisdom/4… here's the microcode for flashattn gist.github.com/sophiawisdom/d…