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