Ollama 0.30 has been released with improved performance and broader GGUF model compatibility through llama.cpp, complementing its existing MLX engine on Apple silicon. The update delivers up to 20% faster performance on NVIDIA hardware, enables Vulkan by default to extend GPU acceleration to AMD and Intel devices, and expands support for more model families including LFM, Prism, and Unsloth fine-tunes. Models with tool-calling capabilities can also be used directly with coding agents and assistants through a single launch command.

Ollama 0.30 introduces improved performance and broader model support through GGUF compatibility, offering up to 20% faster speeds on NVIDIA hardware and expanded GPU acceleration for AMD and Intel devices. The update enables more models to run out of the box, including LFM, Prism, and fine-tuned models from Unsloth. Users can now easily integrate GGUF files and leverage tool-calling capabilities for coding agents and assistants.