vMLX 1.6.84

Run local AI models on Apple Silicon

filecart Mac Updated Nov 07, 2026
Download 555.95 MB
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3this week
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About vMLX

Run local AI models on Apple Silicon
Release info Update on Nov 07, 2026
Release notes vMLX 1.6.84

Changes
• Publish vMLX 1.6.83 updater manifest (b20e7513)
• feat(ricursive): Ripple-65B runtime and DFlash2 text lane (f6bd17ff)
• fix(dflash2): text lane parity, rotating snapshot aliasing, drafter window (0b33f432)
• fix(ripple): lane-owned max_tokens, history reasoning separators, launch test (abdfeec3)
• perf(dflash2): lane matmul on text targets, exact Ripple verify attention (aff7cfeb)
• perf(ripple): sliding-window SSD deltas; no thinking/effort controls (9b6d00ad)
• test(dflash2): pin the lane matmul on text-only DFlash2 targets (3e5a51d9)
• perf(dflash2): keep the finished turn hot for an immediate continuation (2f765a65)
• perf(dflash2): cost-aware first observation cycle for codebook targets (266f3bf4)
• perf(dflash2): turn entries chain one link deeper; the next boundary rebases (5a34bcac)
• perf(dflash2): bound a windowed drafter's snapshot gap by its sliding window (55630f99)
• perf(dflash2): amortized SSD chain rebase (8a18ea30)
• perf(dflash2): a turn entry never pays the chain's whole rewrite (645492a3)
• fix(tools): find_files matches path-style globs (103d1d9a)
• perf(dflash2): Ripple gets its fastest settings from a plain load (24e987e9)
• perf(dflash2): AR steps stop paying for a 16-row tile; probes run on a time budget (9b24d4e3)
• perf(dflash2): split-K dense verify tile, drafter lane matmul, widths measured at load (104007fa)
• panel: footer row per model request of a tool exchange (f88fe5e0)
• panel: drop malformed fields from per-request footer rows (9b94cf02)
• fix: report Ripple native DFlash2 cache in health and Perf (83d0dca0)
• release: prepare Ripple scoped evidence gate for 1.6.84 (89bbaa94)

Runtime provenance
• vMLX source: 8b3da66e11b87953758972a5cb4036ac1a982ddc
• JANG runtime: 44f84d1347a3692cc2d8ec61e8223535f7b99791 (jang 2.5.53)
• Tahoe/macOS 26 is the default build; Sequoia is the compatibility build.
• Both DMGs are Developer ID signed, independently notarized, stapled, and Gatekeeper checked by the candidate…
Listing dataHomebrew Cask

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