Albert Gu @_albertgu
assistant prof @mldcmu. chief scientist @cartesia_ai. leading the ssm revolution. Joined December 2018-
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Albert Gu retweeted
We connect the autoregressive pipeline of LLMs with streaming video perception. Introducing AUSM: Autoregressive Universal Video Segmentation Model. A step toward unified, scalable video perception — inspired by how LLMs unified NLP. 📝 arxiv.org/abs/2508.19242
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Albert Gu retweeted
Today we're releasing NVIDIA Nemotron Nano v2 - a 9B hybrid SSM that is 6X faster than similarly sized models, while also being more accurate. Along with this model, we are also releasing most of the data we used to create it, including the pretraining corpus. Links to the…
Albert Gu retweeted
Introducing ❄️ @snowglobe_so, the simulation engine for AI chatbots. Magically simulate the behavior of your users to test and improve your chatbots. Find failures before your users do.
Albert Gu retweeted
I start to believe that there is some subtle difference between compression (common for all intelligence) and abstraction (unique for artificial intelligence of human). They are definitely related, but different in a fundamental way. This shall be our next major quest for AI.
Albert Gu retweeted
@peterwildeford this wouldn't happen if gpt-5 were a h-net
Albert Gu retweeted
Attention was never enough. The hybrid LLM era is here—and it’s moving fast. From Mamba to Jamba to Bamba, we mapped every major model that’s challenged the Transformer default in the past 18 months. 🧵 A timeline of what’s changed and why it matters ↓ 🔗…
Albert Gu retweeted
Souvla is one of the go-to places for San Francisco AI researchers to get a quick bite. Most of the food is very good there and is even offered on board Delta Airlines’ first/business class. But unfortunately, their frozen yogurt is not good. Many AI researchers instead go to…
Albert Gu retweeted
🚀 New Open-Source Release! PyTorchTNN 🚀 A PyTorch package for building biologically-plausible temporal neural networks (TNNs)—unrolling neural network computation layer-by-layer through time, inspired by cortical processing. PyTorchTNN naturally integrates into the…
will be in taipei for a few weeks if anyone happens to be around and wants to meet up!
I'll be giving the first H-Net talk this afternoon at 4:30-5 PT at the ES-FoMo workshop! come support the fight against Big Token 🙏
I'll be giving the first H-Net talk this afternoon at 4:30-5 PT at the ES-FoMo workshop! come support the fight against Big Token 🙏
Albert Gu retweeted
One of my favorite moments at #ICML2025 was being able to witness @_albertgu and the @cartesia_ai team’s reaction to Mamba being on the coffee sign. Felt surreal seeing someone realize their cultural impact.
Albert Gu retweeted
BPE transformer watching an H-Net output an entire wikipedia article as one chunk
Albert Gu retweeted
Just saw the phrase "Big Token" to describe OAI/Anthropic/GDM/xAI/Meta and now I can't stop thinking about it.
Albert Gu retweeted
I just saw @_albertgu call the major AI labs as "Big Token" and it has to be the most hilarious shit ever lol
people are asking why i’m a polar bear, can fat albert get some appreciation 🙏
people are asking why i’m a polar bear, can fat albert get some appreciation 🙏
I'm at ICML for the week!! come find the @cartesia_ai booth to chat about architectures, tokenizers, voice AI, etc @sukjun_hwang and @fluorane will also be around to talk about H-Nets 🙌
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