Articles by Albert Gu

Hierarchical modeling
Introducing H-Nets, hierarchical architectures that learn directly from raw data by grouping inputs into higher-level concepts, overcoming tokenization limits.
[Research]

Llamba: scaling distilled recurrent models for efficient language processing
The next few years will usher in a new era of on-device AI. On-device models will power a wide range of applications.
[Research]

Mamba‑3B-SlimPJ: State-space models rivaling the best Transformer architecture
We're releasing the strongest Mamba language model yet, Mamba-3B-SlimPJ, in partnership with Cartesia & Together under an Apache 2.0 license.
[Research]
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