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llama.cpp to make the model accessible for consumer hardware and CPU-heavy environments.llama-cli from the llama.cpp project.1# Example command (adjust threads and context size to your machine)
2./llama-cli -m Qwen3.6-35B-A3B-Q8_0.gguf -p "Your prompt here" -n 512 -t 8 -c 4096