laya-typed-decisions-mlx
laya-typed-decisions fine-tuned to return typed decisions, 421M parameters.
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What this is
laya-typed-decisions-mlx is a typed-decision model: given a document and a closed set of options, it returns one of those options with a probability across the whole set rather than free text.
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 aac6fef/laya-typed-decisions-mlxA 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.