Ollama: MLX Runner Revolution and Documentation Polish
Today we're diving into a massive infrastructure upgrade with Patrick Devine's new MLX runner implementation, bringing method-based bindings and GLM4-MoE-Lite model support in nearly 15,000 lines of new code. We also saw great community contributions improving documentation with integration overviews, FAQ fixes, and context length updates.
Duration: PT4M2S
Episode overview
This episode is a short developer briefing from Ollama.
It explains recent repository work in plain language.
- Show: Ollama
- Published: 2026-02-11T11:02:50Z
- Audio duration: PT4M2S
Transcript excerpt
This excerpt keeps the crawler page concise. Listen to the episode or use the RSS feed for the full update.
Hey there, fellow developers! Welcome back to another episode of the Ollama podcast. I'm your host, and wow, do we have an exciting day to unpack together. Grab your favorite beverage because we're diving into some seriously cool infrastructure work that's going to change how Ollama handles certain model types.
So picture this - you're building something amazing, and you realize you need a completely new way to run models efficiently. That's exactly what Patrick Devine tackled, and the result is absolutely stunning. We just saw the merge of not one, but two massive pull requests that introduce an entirely new MLX runner to…
Let's start with the foundation. Patrick's first PR laid the groundwork with safetensors quantization specifically for MLX. Now, I know "safetensors quantization" might sound intimidating, but think of it like this - imagine you're reorganizing your entire filing system to make everything faster and more efficient.…
But here's where it gets really exciting - the second PR built an entire MLX runner on top of that foundation. We're talking about method-based MLX bindings, a subprocess-based runner, KV cache with tree management, and a basic sampler. Patrick…
What…
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Nearby episodes from Ollama
- Editor Integration Revolution
- MLX Display Bug Squashing Day
- MLX Runner Gets Major Model Upgrades
- MLX Performance Breakthrough and Anthropic Search
- Refactoring Rollercoaster and Developer Experience Wins
- Bug Squashing Bonanza
- Smooth Onboarding for New Users
- Polish and Perfectionism - The Art of Getting the Details Right