ollama llama-cpp gguf local-inference pre-release

Ollama shifts to llama.cpp architecture directly

0.30.0-rc29 replaces GGML with direct llama.cpp integration and adds GGUF native support, requiring local testing before production use.

June 4, 2026

Summary

Direct llama.cpp integration reduces abstraction layers and improves inference performance targeting on Apple Silicon via MLX. Developers must validate against their existing GGML workflows before upgrading.

Why it matters

Implementation verdict

Replaces GGML build approach with llama.cpp direct support. Requires testing for performance regressions and compatibility with existing models—Windows/Linux laguna-xs.2 and llama3.2-vision are blockers. Pre-release status: install now for early feedback only, not production.

Sources

1.directly support llama.cpp instead of building on top of GGML
2.allows for compatibility with GGUF file format
3.MLX is used to accelerate model inference on Apple Silicon
4.laguna-xs.2 is not yet supported on Windows/Linux
5.llama3.2-vision is not yet supported

Dev Signal

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