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TOOL · dev.to — LLM tag English(EN) · 1d

llama.cpp Native Tools, Qwen GGUF Models, and Local Multimodal Audio Tools

The llama.cpp project has integrated native tools, including shell command execution and file editing, directly into its server, enabling local large language models to perform actions and automate tasks. This advancement facilitates the creation of more capable autonomous agents that can operate entirely on local hardware. Additionally, a new 35-billion parameter Qwen model, Qwen3.6-35B-A3B, has been released in the GGUF format, optimized for efficient local inference on consumer hardware. AI

IMPACT Enhances local AI agent capabilities and accessibility of large open-weight models on consumer hardware.
- llama.cpp
- Ollama
- GGUF
- Qwen3.6-35B-A3B
- edit_file
- exec_shell
TOOL · r/LocalLLaMA English(EN) · 2d

llama.cpp server have built-in native tools (exec_shell, edit_file, etc.)

The llama.cpp server now includes experimental native support for a suite of tools, enabling it to function as a basic agent harness. These tools, including file operations and shell command execution, can be enabled via a command-line flag. However, the implementation currently lacks security sandboxing, requiring users to exercise caution with exposed functionalities. AI

IMPACT Enables basic agent-like capabilities directly within the llama.cpp server, reducing the need for external wrappers for common tasks.