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@berryxia: Damn, this directly steals Apple's thunder! A 6.6B small model shuts up Siri and a bunch of cloud giants, running locally on Mac with just 7GB of RAM. CJ Zafir's Mac-1 not only has ridiculously small parameters but also integrates 487 Mac-native tools, enabling chain calls, automatic reasoning, and more...

X AI KOLs Timeline ↗ · 2026-06-08 Cached

CJ Zafir's team has introduced Mac-1, a 6.6B-parameter small model that runs locally on Mac with only 7GB of RAM. It can chain-call 487 Mac-native tools, with an inference speed of 65 tok/s, aiming to disrupt the cloud-based large model-dominated Agent paradigm.

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#native-tools

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

Reddit r/LocalLLaMA ↗ · 2026-05-23

llama.cpp server now includes built-in native tools via an experimental flag, enabling file operations, shell commands, and more without external wrappers.

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