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ฅ^•ﻌ•^ฅ they / them Joined August 2011-
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i wonder if this can be used for Proof-Of-Training-Data in decentralized training
@hadi__co real ones know that Looi's actual name is Emoto and was invented in 2017 by @lumar_isa @lucas0choa and gautham at CMU marisa.lu/EmotoWebsite/
scraped training data is a fossil fuel, synthetic data is a combined cycle plant for efficiently burning it
begging people to just run the numbers... bandwidth tb/s, $/hour and tok/s are all public and can easily tell you how many users/GPU fit and how much are needed to break even... please...
begging people to just run the numbers... bandwidth tb/s, $/hour and tok/s are all public and can easily tell you how many users/GPU fit and how much are needed to break even... please...
been had known that gpt-3.5-turbo was 7B just from the tok/s and memory bandwidth of available gpus
rare programming lore: the “boids” program, used to model animal flocking behavior, gained its name from creator Craig Reynolds saying “birds” in his thick Brooklyn accent
it is interesting how AI erasing or negatively stereotyping people of color was dismissed as a minor/fixable bug or nonissue by some of the same folks who see AI erasing white men as somewhere between a crime against humanity and the downfall of civilization
it is interesting how AI erasing or negatively stereotyping people of color was dismissed as a minor/fixable bug or nonissue by some of the same folks who see AI erasing white men as somewhere between a crime against humanity and the downfall of civilization
Most AIs are sycophants. What if we built antagonistic AI? 😈 Check out our working paper (w/ @_alicecai and @roboticwrestler ) wherein we argue that we should explore AI that are purposefully antagonistic towards users. No, seriously: (1/10) arxiv.org/abs/2402.07350
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
they are taking dense models away from you because of woke
why use some technique to get truncatable embeddings than just make embeddings incoherent via random transform thus allowing you drop any dims you want
best ai art of 2023
Which data points are these improvements on? GPT-J is an ideal test bed for such analysis since its training dataset is publicly available The largest boost in performance occurs for low-frequency samples / on information that is less frequently presented in the training data! 6/
New blog post on deep learning ∩ gauge theory. Neural nets are trainable measurement devices. Whenever the gauge (=measurement units / coordinates / labeling) in which data is represented is ambiguous, the equations+features of neural nets should be covariant (=expressible in…
Golan Levin @golan
38K Followers 516 Following Artist, researcher, educator, instigator. Precision blobsmithery. Chaotic Good. https://t.co/xMGDI2DItHAK @_akhaliq
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4K Followers 1K Following Inventing better ways to communicate with machines.Gray Crawford ❄️�.. @graycrawford
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265 Followers 217 Following i ship games + create 3d shit + data sci/ML = AAA dev + type beat + producer Role no ai ever / use brain instead https://t.co/uvVBs1duGDMaayan Albert @_maayanster
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478 Followers 302 FollowingYijia Liang @yijia_liang
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72 Followers 247 Following AI, Architecture, Film, and more … Trying to figure out a lot of things, Not All At Once...... Designer, Creator, Explorer & Builder @ this mad mad world :D๋࣭ 𖤐 ִ𝕬�.. @FIEND___
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6K Followers 3K Following Co-founder @genmoai. Co-created denoising diffusion (DDPM), DreamFusion, Dream Fields. Ex Ph.D. @berkeley_ai, @googleai, @facebookai, @nvidiaai, @mitJonathan Whitaker @johnowhitaker
7K Followers 958 Following Data scientist and AI researcher. R&D at https://t.co/9xrxRrGfEE.ti zhang @zero_chill_tea
2K Followers 397 Following ⊂(◉‿◉)つ| staff eng💖make cloud go brr✨plants,crows,moon, distributed systems,sunsets,art,clouds🌸🍃 @[email protected]George Kopanas @GKopanas
1K Followers 280 Following PhD Student at @Inria + Part-time Climbing Gym Owner. Previously Intern@Adobe | SWE at @Armcamenduru @camenduru
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10K Followers 91 Followingsodium lights don’t see those around too much anymore …return
Cities switched to harsh white LEDs 10 years ago. It would look better if we could install the classic orange light we used to have. We have the technology to do it. But implementation is hard
Happy to announce that our paper has been accepted to @icmlconf 2024!
Do neural nets learn features in a predictable order? Our results suggest the answer is “yes”— networks learn statistics of increasing complexity. Early-training networks only use low-order moments (mean & covariance) of the input distribution. arXiv: arxiv.org/abs/2402.04362
I always wondered how autonomous vehicles could work in the absolute chaos of driving in India- people don’t always follow the rules, humans and animals are often on roads, etc. This co only raised $3M & is in a tier 2 city (Bhopal) not known for tech. Very impressive.
Many don't know that GPUs automatically leverage ternary and fine-grained sparsity to accelerate your matmuls! e.g. A matmul with ternary + 90% sparsity results in 33% more FLOPs in my benchmark. (not joking) I explore this "optimization" here: thonking.ai/p/strangely-ma… (1/3)
staring drunkenly at the splayed-open chip bag on our table at the bar and was so struck by its beauty I took a photo and it really is that beautiful
The compelling thing with this kind of integration is that tldraw can act as an "information substrate" and "authorship environment" for many systems. The novel interop potential is very high. Here's the physics system running as a macOS wallpaper with windows-as-shapes (8/n)
Emotional to be sharing this finally. It's so incredibly special to me. It's a piece that muses on reincarnation, extra-dimensional perspectives, and the interconnectedness of lives. The music is 'Back to body' by Bethany Ley, also released today.💕(1/?)
damn i guess it's pretty bitch season
A lil constraint solver for generic layouts in @tldraw. Here it's recreating a flexbox-like layout.
Thanks for the alpha @ekrii3
@maxisawesome538 you may not like it but this is what peak performance-sorry enterprise intelligence-looks like
@_Felipe In my lab, we've had ChatGPT 4 generate ASP and TLA+ code. (Smaller models frequently confuse Prolog with AnsProlog, but 4 can even do some interesting refactoring operations given an encoding plus advice for the refactoring.)
templated attention has merged into pytorch! arbitrary attention masks in a fused attention kernel. github.com/pytorch/pytorc…
The most talented person on earth who can get your kids out of quicksand is Mikes Peyton
My favorite part is that it works really well with out-of-the-distribution garments
Testing out the new virtual try-on pipeline on @huggingface, IDM-VTON ▶️ huggingface.co/spaces/yisol/I…
@awawawhoami I love that in their square garden set they turned the snare up like 100 levels