Agents & InferenceOllama

Improved performance and model support with GGUF

Which summary reads better? Pick one — models revealed after.Both summaries are AI-generated.

Summary A

Ollama 0.30 introduces improved performance and expanded GGUF model compatibility, offering up to 20% faster speeds on NVIDIA hardware and broader GPU acceleration support. The update enables seamless use of GGUF files and supports additional model families like LFM and Prism, along with fine-tuned models from Unsloth. Vulkan is now enabled by default, extending GPU acceleration to AMD and Intel devices without requiring vendor-specific libraries.

Summary B

Ollama 0.30 has been released, delivering up to 20% faster performance on NVIDIA hardware and expanded GGUF model compatibility through llama.cpp, building on its existing MLX engine for Apple silicon. The update enables Vulkan by default, broadening GPU acceleration to AMD and Intel devices without vendor-specific libraries, and adds support for more model families including LFM, Prism, and Unsloth fine-tuned models. Models with tool-calling capability can now be used directly with coding agents and assistants through a single command.

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