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v0.18.2

Ollama Releases / 3/19/2026

📰 NewsDeveloper Stack & InfrastructureTools & Practical Usage

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Key Points

v0.18.2 adds model eviction for MLX to improve model lifecycle management, as implemented by @jessegross in PR #14569.
mlx adds prequantized tensor packing and changes for qwen35, contributed by @pdevine in PR #14878.
mlx introduces quantized embeddings, faster SwiGLU, and runtime fixes, also by @pdevine in PR #14884.
cloud_proxy improves the web_search legacy path by flushing on newline, implemented by @drifkin in PR #14897.
launch registers websearch for OpenClaw, contributed by @ParthSareen.

What's Changed

sched: Model eviction for MLX by @jessegross in #14569
mlx: add prequantized tensor packing + changes for qwen35 by @pdevine in #14878
mlx: quantized embeddings, fast SwiGLU, and runtime fixes by @pdevine in #14884
cloud_proxy: for the web_search legacy path, flush on newlines by @drifkin in #14897
launch: register websearch for openclaw by @ParthSareen in #14914

Full Changelog: v0.18.1...v0.18.2-rc1

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