# Davipar/djev-dev

> An open implementation of small typed decisions (yes/no, choice, score) on DiffusionGemma and vLLM, with native image and camera input. It reads allowed-label probabilities instead of generating prose or JSON.

- Magnitude: 3.6 out of 10 — Early signal
- Stars: 99 total · +7 stars today, ≈ 27 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: Apache-2.0 · Created: 2026-09-19 · Last push: 2026-09-19
- GitHub: https://github.com/Davipar/djev-dev · Page: https://gitnova.dev/en/r/Davipar/djev-dev

## Useful for

- Route support tickets by deciding urgency and team from the text
- Match an image against a reference and pick the closest option among pictures
- Rate quality on a rubric and get a probability distribution over levels

## Why it’s here

- 7 stars so far today, about 27 expected by the end of the day.
- The spike has held for 3 days in a row — not a one-off blip.
- The repository is 3 days old and already has 99 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #188.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 5
- Issues and pull requests: 1
- Watchers: 2
- Average over the last week: 30 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 3

## Stars per day, last 10 days (oldest → newest, today is partial)

2026-09-13 … 2026-09-22: 0, 0, 0, 0, 0, 0, 11, 38, 44, 7

## Spotted in now

- Top new repositories this week: #188

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-22 09:34 UTC, updated every 30 minutes.