Seismograph

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zzzz7788990213-ops/EvoVLM

Language modelsPython
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Evolving Multimodal Inference Programs: LLM-guided evolutionary search for accurate and efficient vision-language inference.

About the project

Research project on evolutionary search over vision-language inference programs: without fine-tuning weights, it tunes prompts, image preprocessing, and generation budgets to improve the accuracy–latency trade-off on scientific chart understanding.

Useful for
  • Replay recorded metrics on CPU without running inference via evaluation.portable_reproduce
  • Verify the interface of exported programs with bash reproduce.sh smoke
  • Run GPU inference with Qwen3-VL-2B on your own data after downloading weights separately

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

4.0 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 3, 2026, 01:56 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

03060September 27, 2026October 3, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • 0 stars so far today, about 47 expected by the end of the day.
  • The spike has held for 2 days in a row — not a one-off blip.
  • The repository is 1 day old and already has 56 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #190.

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Three GitHub discoveries every day

What they do, why they are gaining interest, and what to check before using them.

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Numbers

Total stars
56
Today
0 · ≈ 47 by evening
Forks
1
Issues and pull requests
0
Watchers
2
Language
Python
Created
October 2, 2026
Last push
October 2, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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Paste it into your README — the badge shows the current magnitude and links to this page.

Seismograph: 4.0
[![Seismograph](https://gitnova.dev/badge/zzzz7788990213-ops/EvoVLM.svg?lang=en)](https://gitnova.dev/en/r/zzzz7788990213-ops/EvoVLM)