Decision model directory

Laya-TypedDecisions-MXFP8

An MLX build of laya, for running typed decisions on Apple Silicon instead of a hosted API.

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What this is

A repackaged build of laya, not a separate model. The weights are the same; what changes is the runtime you can put them in and the hardware that will hold them.

How to run it

MLX on Apple Silicon

MLX uses the unified memory on M-series chips, which is the fastest local option on a Mac. Full MLX on Apple Silicon guide.

mlx_lm.generate --model sahilchachra/Laya-TypedDecisions-MXFP8

A public number is a shortlist, not a decision

The only benchmark that settles which model you ship is one built from your own historical decisions. We freeze that test set, run the candidates against it, and hand back the threshold your error budget supports.