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louisguthmann/qwen3.5-2b-shellcommand-linux-lora

sourceHugging Faceupdated 6mo agoView on Hugging Face
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Qwen3.5-2B ShellCommand Linux LoRA

This repository contains a PEFT LoRA adapter trained for Linux natural-language-to-shell translation.

Artifact Type

This is a LoRA adapter, not a merged full model checkpoint.

Intended Behavior

The model is tuned to return exactly one of:

  • a Bash command or short Bash snippet
  • ASK: <one short clarifying question>
  • CANNOT: <brief reason>

Eval Snapshot

  • score: 276.5033
  • verifier ok rate: 77.50%
  • verifier command rate: 76.04%
  • verifier ask rate: 75.00%
  • verifier cannot rate: 100.00%
  • exact any-exact rate: 25.00%
  • exact parse-ok rate: 98.00%

Usage

Load this adapter on top of Qwen/Qwen3.5-2B with PEFT.