clingon
A tmux command picker that fills in the blanks and types into your own shell
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EasyCommand (ec)
Describe a shell task in English and get a bash command from a model on your CPU
It shows a 1.5B model on a laptop CPU can turn plain English into working shell commands about as well as a frontier API, with nothing sent off your machine.
Dirac Delta Labs fine-tuned Qwen at 1.5B and 0.6B parameters to write bash from plain-English requests. The 1.5B model solves 212 of 300 tasks on an updated ALFA benchmark (70.7%), against 73% for GPT-4o on the original set, which the author notes is not a like-for-like comparison. The GGUF models and 401,975 training pairs are Apache-2.0; the ec CLI embeds llama.cpp, is MIT, and has a --preview flag to check a command before it runs.
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