Denny Britz @dennybritz
Human. Ex Google AI, Stanford, Berkeley. Lived in 🇯🇵🇩🇪🇺🇸🇰🇷🇹🇭. Opinions are not really my own. Japan Joined January 2008-
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Following462
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ChatGPT is better than I am at almost everything. Life sucks. Time to have a drink...
🚨 Now hiring a backend engineer to build simulation environments for DeFi at runloop.xyz 🚨 If you're itching to transition into Web3/crypto, this is a unique opportunity to develop deep domain expertise in a strong technical team. jobs.wrk.xyz/runloop/24054
Crypto and AI are intersecting to create a design space that we've barely begun to explore. @cgst and @dennybritz at Runloop are leading the charge. They are building simulation environments for DeFi. Today, we're announcing that we're leading Runloop's seed round. A short 🧵
New paper from Brain Zurich and Berlin! We try a conv and attention free vision architecture: MLP-Mixer (arxiv.org/abs/2105.01601) Simple is good, so we went as minimalist as possible (just MLPs!) to see whether modern training methods & data is sufficient...
What are the things you keep looking up and but never seem to memorize? How to... - Write a for loop in bash - Generate a TLS certificate from LetsEncrypt - Name the AWS credential env variables - Start Jupyter with extra modules in sys.path - Soft-reset a git repo - ... ?
(((ل()(ل() 'yoav))).. @yoavgo
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221K Followers 37 Following リゼロがスマートフォンゲームで登場!『Re:ゼロから始める異世界生活 Lost in Memories』公式アカウントです。 ※2023年5月12日(金)をもちましてサービスを終了いたしました。 #リゼロス #rezero #リゼロI was puzzled for a while as to why we need RL for LM training, rather than just using supervised instruct tuning. I now have a convincing argument, which is also reflected in a recent talk by @johnschulman2 . I summarize it in this post: gist.github.com/yoavg/6bff0fec…
Several people have asked, why the "RL" in "RLHF"? And as an RL researcher, I prefer to do SL when I can 😂 But I had my hunch on the why, and watching @johnschulman2's wonderful talk (youtube.com/watch?v=hhiLw5…) made me more confident, so here are my thoughts 👇
I was puzzled for a while as to why we need RL for LM training, rather than just using supervised instruct tuning. I now have a convincing argument, which is also reflected in a recent talk by @johnschulman2 . I summarize it in this post: gist.github.com/yoavg/6bff0fec…
we are zero prepared for the societal changes that powerful ML models usable any end user will bring imo
@visarga @keunwoochoi @dennybritz Now Denny be like
@dennybritz Maybe some more humility might ultimately do us good.
@dennybritz Stable diffusion is better IMO. Especially given it was open-source - the democratization of AI.
@dennybritz Prof = batch generator, kid on right - learning rate scheduler, kids on left - multiple GPUs working on a batch.
@dennybritz Pretty accurate 😂 that guy is GPU and others are neural net?
How exciting! #NieR Replicant ver.1.22474487139...OST and NieR Re[in]carnation OST out today! A HUGE part of my soul was poured out into these recordings. May our music uplift, inspire, invite cathartic tears and help bring you the most awesome game experience!
@dennybritz We found similar behavior in our models and analyzed this further: We found that conflicts could occur within those models that force gradient descent to push weights into wrong directions and learning starts whenever all conflicts are solved. arxiv.org/abs/2011.02956
@dennybritz this is very inspirational, can i add to lossfunctions.tumblr.com ?
@dennybritz @ceobillionaire I've got a problem for you. londmathsoc.onlinelibrary.wiley.com/doi/abs/10.111…
@DrLukeOR @dennybritz We have this kind of learning curve all the time in the stuff we're doing (lots of message passing, attention, high symmetry stuff). There's a constant debate of 'when should we kill the run?' vs 'maybe if we ran it for 3 months it'd suddenly work!'
@dennybritz Haha this is probably the most anti-productivity post ever made on machine learning Twitter 🤣
@dennybritz I can write gnarly regex from memory, but I have to look up how to call the regex engine in Python every time.