# Sequence language models in Julia

**URL:** <https://discourse.julialang.org/t/sequence-language-models-in-julia/130306>\
**Category:** Machine Learning\
**Created:** [June 28, 2025, 8:07pm UTC](https://discourse.julialang.org/t/sequence-language-models-in-julia/130306 "2025-06-28T20:07:14Z")\
**Posts on this page:** 1\
**Showing post:** 5

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**Author:** ![Palli](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/palli/32/3380_2.png) [@Palli](https://discourse.julialang.org/u/Palli)\
**Post date:** [August 17, 2025, 10:19pm UTC](https://discourse.julialang.org/t/sequence-language-models-in-julia/130306/5 "2025-08-17T22:19:51Z")

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FYI: HRM seems to be the sequence/LLM model you want implemented in Julia (or use from Python):

> [@Community Interest Check: LLMs from Scratch in Pure Julia](https://discourse.julialang.org/t/community-interest-check-llms-from-scratch-in-pure-julia/121796/46):
>
> This seems to be a big deal (to recreated in Julia), and the code open source/Apache 2: The more I read of their excellent paper, then more I want to read and quote, I think it should be obvious to practitioners, this is a game-changer: FYI @mantzaris Hierarchical Reasoning Model [https://arxiv.org/pdf/2506.21734](https://arxiv.org/pdf/2506.21734) … These results underscore HRM’s potential as a transformative advancement toward universal computation and general-purpose reasoning systems. The fixed depth of standard Tra…

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