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Porting microgpt to Futhark, Part I

A developer ports Andrej Karpathy's microgpt (a minimal GPT-2 implementation) to Futhark, a data-parallel language, to improve scalability beyond Python's limitations. The initial forward pass translation achieves better performance but loses some conciseness, with training code to follow in Part II.

Background

Futhark is a high-performance parallel programming language designed for numerical computing, while microgpt is a minimal educational implementation of GPT-2 in pure Python.

Source
Lobsters
Published
May 1, 2026 at 08:34 AM
Score
5.0 / 10