GitNova

GitHub seismograph — discoveries and growing interest

hr98w/jev-visual

Language modelsPython
Total stars
304
Today
+0
Open on GitHub My finds →
More actions

An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

An educational project for running vision-language model inference on Apple Silicon via MLX: answers multiple questions about one image by choosing options or scoring levels, without autoregressive generation.

Useful for
  • Run the local server and classify an image by answer options in the browser
  • Compare independent vs shared-prefix candidate scoring speed with the benchmark
  • Study the prefill, KV-cache reuse and logit scoring stages in the code

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

0.0 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 4, 2026, 00:26 UTC.

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

Stars per day

03060September 17, 2026November 2, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • The repository is 17 days old and already has 304 stars.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 26, 2026
—
October 27, 2026
—
October 28, 2026
—
October 29, 2026
—
October 30, 2026
—
October 31, 2026
—
November 1, 2026
—

Largest measured day in the last 30 days: 0 · October 3, 2026. Days with data: 1.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 4, 2026, 00:26 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

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

Editions at 10:00, 16:00, 22:00 MSK.

Share on X Telegram

Numbers

Total stars
304
Today
+0 stars on 2026-10-04 (UTC), ≈ 0 by evening
Forks
27
Issues and pull requests
1
Watchers
0
Language
Python
License
MIT
Created
September 17, 2026
Last push
September 21, 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.

Spotted in
README badge

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

GitNova: 0.0
[![GitNova](https://gitnova.dev/badge/hr98w/jev-visual.svg?lang=en)](https://gitnova.dev/en/r/hr98w/jev-visual)