Ollama v0.19
Massive local model speedup on Apple Silicon with MLX
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Ollama v0.19 rebuilds Apple Silicon inference on top of MLX, bringing much faster local performance for coding and agent workflows. It also adds NVFP4 support and smarter cache reuse, snapshots, and eviction for more responsive sessions.
PH · launched Apr 1, 2026 · 412 upvotes (top 15%) · 0 views
Niche: llm inference and deployment tools · 188 launches, 6 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Commercial product
- Open Source
- Artificial Intelligence
- Apple
Visit website ↗ Source listing ↗
More like this: all 188 launches in llm inference and deployment tools →
Could you build this?
No Modifying Ollama's core inference engine to integrate Apple's MLX framework, optimize unified memory architectures, and implement custom cache eviction and NVFP4 quantization requires deep C++, Metal, and low-level ML engineering.
What it would actually take: This requires modifying the C/C++ and Go codebase of Ollama to interface directly with MLX C++ bindings and Apple Metal Performance Shaders. It involves low-level tensor operations, custom GPU kernel optimization for Apple Silicon unified memory, KV cache management algorithms, and implementing novel quantization schemes (NVFP4). This demands specialized machine learning compilers and low-level systems engineering expertise.
Competitors
Other products that read as similar to this one : 232 launches clear the similarity bar, closest 8 shown.
Attention rank: #44 of 233 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 135 days after the earliest competitor.
- IronMule · ph · 2026-09-17 · 1 upvotes · similarity 0.56
- omarchy-cluster · github · 2026-10-06 · 11 upvotes · similarity 0.54
- Timber · hn · 2026-03-02 · 207 upvotes · similarity 0.51
- modelnap · github · 2026-09-15 · 14 upvotes · similarity 0.50
- aevori-app · github · 2026-09-30 · 16 upvotes · similarity 0.48
- MiniMLX · ph · 2026-11-02 · 2 upvotes · similarity 0.48
- my-little-trie-forge · github · 2026-10-02 · 11 upvotes · similarity 0.47
- laya-apple · github · 2026-09-22 · 12 upvotes · similarity 0.46
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