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Add vlmbench-cli-skill with SKILL.md and MODELS.md#6

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Add vlmbench-cli-skill with SKILL.md and MODELS.md#6
devin-ai-integration[bot] wants to merge 2 commits intomainfrom
devin/1773239996-add-vlmbench-cli-skill

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@devin-ai-integration devin-ai-integration Bot commented Mar 11, 2026

Summary

Copies the vlmbench CLI skill files from vlm-run/vlmbench/.claude/skills/vlmbench/ into a new skills/vlmbench-cli-skill/ directory in this repo.

Files added:

  • skills/vlmbench-cli-skill/SKILL.md — CLI usage, backend resolution, concurrency, metrics, GPU detection
  • skills/vlmbench-cli-skill/MODELS.md — Supported models table with vLLM serve-args and model profiles

Updates since last revision

  • Updated MODELS.md to use uvx vlmbench instead of bare vlmbench in CLI examples (per review feedback). This means the files are no longer exact verbatim copies from the source repo — SKILL.md already used uvx vlmbench, but MODELS.md had two bare vlmbench invocations that have been corrected.

Review & Testing Checklist for Human

  • Filename check: The source repo has SKILL.md (singular), not SKILLS.md as mentioned in the original request. Verify this is the intended name, or rename to SKILLS.md if preferred.
  • Confirm the content of both files is up to date with the latest version in vlm-run/vlmbench (files were copied at the time of this PR and may drift).

Notes

Co-Authored-By: Sudeep Pillai <sudeep.pillai@gmail.com>
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Comment thread skills/vlmbench-cli-skill/MODELS.md Outdated
Default vLLM serving arguments for OCR/VLM models. Use `--serve-args` to pass these when running benchmarks:

```bash
vlmbench run --serve --backend vllm --model <model-id> --serve-args '<args>' -i <input>
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Use uvx vlmbench instead of vlmbench across all the README

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Updated — replaced vlmbench with uvx vlmbench in the CLI examples in MODELS.md (lines 6 and 25). SKILL.md already used uvx vlmbench throughout.

Co-Authored-By: Sudeep Pillai <sudeep.pillai@gmail.com>
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