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Sorting hat - A cute, lightweight cli to give images and other files good filenames using local VLMs

Reddit r/LocalLLaMA / 3/12/2026

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Key Points

  • A lightweight CLI called Sorting Hat uses local Vision-Language Models to rename images and other files with meaningful filenames.
  • It is tested with Qwen3.5 models (0.8b, 9b, and 27b in llama.cpp) and reportedly works with OpenAI-compatible APIs.
  • The project is hosted on GitHub at https://github.com/marksverdhei/sorting-hat/tree/main and was shared on Reddit by user /u/k_means_clusterfuck.
  • The tool aims to provide a traceable reasoning process while processing images to generate sensible filenames using vision capabilities.
  • This represents a community-developed, practical utility for organizing media assets using local AI models.
Sorting hat - A cute, lightweight cli to give images and other files good filenames using local VLMs

Hey people, just thought I'd share this thing I cooked up yesterday.
Basically I wanted to use computer vision to rename my image files to something that made sense, and I already had Qwen3.5 up and running (which has vision), but since it is a reasoning model, I wanted to see the reasoning trace while waiting.

Tested and works with Qwen3.5 0.8b, Qwen3.5 9b and 27b in llama.cpp, but works will all openai-compatible apis

Github link: https://github.com/marksverdhei/sorting-hat/tree/main

submitted by /u/k_means_clusterfuck
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