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Adding support for the Muon Optimizer (#1914)

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* initial commit with workong optmimizer

* update ACKNOWLEDGMENTS.md

* nits and adding it to test

* nits

* G.astype(mx.bfloat16) to G.astype(G.dtype)

* G.ndim >= 2 to assert G.ndim == 2

* remove coments

* replace with  mx.addmm

* remove comments

* format

* nits

* match muon

* fix addmm

---------

Co-authored-by: Awni Hannun <awni@apple.com>
This commit is contained in:
Gökdeniz Gülmez
2025-07-18 21:25:28 +02:00
committed by GitHub
parent 45adec102c
commit deee214a95
6 changed files with 184 additions and 7 deletions
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ACKNOWLEDGMENTS.md
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@@ -19,6 +19,7 @@ MLX was developed with contributions from the following individuals:
- Gleb Pobudzey: Added the `where` primitive, and groups in 1D and 2D convolutions.
- Paul Paczuski: Improved stability of BCE loss calculation
- Max-Heinrich Laves: Added `conv_transpose1d`, `conv_transpose2d`, and `conv_transpose3d` ops.
- Gökdeniz Gülmez: Added the `Muon (MomentUm Orthogonalized by Newton-schulz)` optimizer.
<a href="https://github.com/ml-explore/mlx/graphs/contributors">
<img class="dark-light" src="https://contrib.rocks/image?repo=ml-explore/mlx&anon=0&columns=20&max=100&r=true" />