# bnsd55/jevmlx access and sources

> bnsd55/jevmlx runs constrained decisions through mlx-lm on Apple Silicon. It prefills context once and uses 1 batch row per typed field.

Updated 2026-11-04 (Australia/Adelaide)

By bnsd55 · COMMUNITY

Parallel constrained decisions for local models through mlx-lm on Apple Silicon: the schema is a set of typed fields, the context is prefilled once and broadcast across one batch row per field. MIT licensed. Large answer sets may be chunked rather than done in a single pass.

## Facts

- Availability: Open source

## Claims and sources

- **CODE-VERIFIED**: Checked against its own code and README on 18 Sep 2026 [source](<https://github.com/bnsd55/jevmlx>)

## Links

- [Source: GitHub](<https://github.com/bnsd55/jevmlx>)

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