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Kaizhao Liang Profile
Kaizhao Liang

@KyleLiang5

Followers
620
Following
10K
Media
301
Statuses
4K

Class of 2020 @IllinoisCDS 5 years at @SambaNovaAI Grad student @UTCompSci since 2023 Interested in new optimizers and neural architectures

Austin, Texas
Joined December 2018
Don't wanna be here? Send us removal request.
@KyleLiang5
Kaizhao Liang
8 months
TLDR: 1⃣ line modification, satisfaction (theoretically and empirically) guaranteed 😀😀😀.Core idea: 🚨Do not update if you are not sure.👨‍💻🤗📚 @cranialxix @lqiang67 @Tim38463182
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@KyleLiang5
Kaizhao Liang
6 days
RT @QGallouedec: This is so cool .
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@KyleLiang5
Kaizhao Liang
11 days
Reading Neurips reviews now 🤪🤪🤪
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@2prime_PKU
Yiping Lu
11 days
Anyone knows adam?
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@KyleLiang5
Kaizhao Liang
12 days
RT @nateliason: Waymo is a godsend for working parents. Need to hand off the baby between meetings?. Put them in a Waymo and send them to….
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@KyleLiang5
Kaizhao Liang
13 days
Just realize cautious is basically a hard version of hypergradient lr scheduling 🤨.Instead of last batch of gradient, it uses momentum 😛.
@rosmine_b
Rosmine
14 days
Fun fact: When you're using a good learning rate, the gradient should be almost *perpendicular* to direction of the last step (opposite of the intuition of many gradient descent diagrams that make it look like the gradient is following a smooth path). You can derive this by
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@KyleLiang5
Kaizhao Liang
13 days
RT @rosmine_b: Fun fact: When you're using a good learning rate, the gradient should be almost *perpendicular* to direction of the last ste….
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@KyleLiang5
Kaizhao Liang
14 days
Knew this would be coming in some shape or form….
@pika_labs
Pika
14 days
Some news: We're building the next big thing — the first-ever AI-only social video app, built on a highly expressive human video model. Over the past few weeks, we’ve been testing it in private beta. Now, we’re opening early access: download the iOS app to join the waitlist, or.
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@KyleLiang5
Kaizhao Liang
14 days
😀😀😀.
@jeffreycider
cider
16 days
optimization theorem: "assume a lipschitz constant L. ". the lipschitz constant:
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@KyleLiang5
Kaizhao Liang
14 days
RT @itsPaulAi: Wait NVIDIA has just released new SOTA open source models?!. Available in 4 sizes 1.5B, 7B, 14B and 32B that you can run 100….
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@KyleLiang5
Kaizhao Liang
15 days
RT @eliebakouch: We've just release 100+ intermediate checkpoints and our training logs from SmolLM3-3B training. We hope this can be use….
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@KyleLiang5
Kaizhao Liang
15 days
Maybe a bit of oversimplification, but I am genuinely amazed that at the core of everything are variants of simple task objectives like classification (next token prediction) and regression (flow matching), nothing beyond these two seems to make significant difference 😝.
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@KyleLiang5
Kaizhao Liang
15 days
RT @MaziyarPanahi: Perfect Sunday: I just used Kimi-K2 by @Kimi_Moonshot to vibe code a @Gradio app! 🔥 . You can use "Anycoder" Space by @_….
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@KyleLiang5
Kaizhao Liang
16 days
RT @ClementDelangue: 1,000,000 🤗
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@KyleLiang5
Kaizhao Liang
16 days
RT @LakerNewhouse: [1/9] We created a performant Lipschitz transformer by spectrally regulating the weights—without using activation stabil….
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@KyleLiang5
Kaizhao Liang
17 days
RT @Gradio: Mixture of Experts? No no, Roundtable of Experts! . Introducing Consilium - When AI Models Debate Around a Table!. Results are….
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@KyleLiang5
Kaizhao Liang
17 days
RT @VentureBeat: Meet AnyCoder, a new Kimi K2-powered tool for fast prototyping and deploying web apps
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venturebeat.com
For novice developers or even those with expertise who want to spin up a new project fast, AnyCoder seems like a great place to start.
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@KyleLiang5
Kaizhao Liang
19 days
RT @Waymo: North to South, we're covering more ground in Austin starting today. Safe and fully autonomous Waymo rides, only on @Uber. See y….
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@KyleLiang5
Kaizhao Liang
19 days
RT @_akhaliq: You can install anycoder as a Progressive Web App on your device. Visit and in the footer click set….
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@KyleLiang5
Kaizhao Liang
20 days
In hindsight, would have been cooked if they did not exit in time. .
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character.ai
Chat with millions of AI Characters on the #1 AI chat app. Where will your next adventure take you?
@elonmusk
Elon Musk
20 days
Try @Grok Companions. Best possible way to learn quantum mechanics 😘
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@KyleLiang5
Kaizhao Liang
20 days
RT @elonmusk: Try @Grok Companions. Best possible way to learn quantum mechanics 😘
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@KyleLiang5
Kaizhao Liang
20 days
I am showing this to everyone that says #AI is a bubble 🫧.Also is this what 200K GPUs can enable?🧐🧐🧐
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