mmastrac/djev

Jev-style structured decisions on DiffusionGemma: the example server from vLLM PR 57250

Language modelsPython

1.7 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score. Star growth looks organic. Data as of September 25, 2026, 01:29 UTC.

Open on Seismograph Open on GitHub

About the project

A server wrapper over vLLM for structured reads on the DiffusionGemma diffusion model: given a question schema it returns answer distributions (yes/no, choice, score, spans) and implements the Jev decision API.

Useful for

Deploy a service to extract answer probabilities from ticket text against a given question schema
Get span answers as exact substrings of the source text without the model generating new values
Front the port with an OpenAI-compatible router and call /v1/systemone by model name

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

Why it’s trending

0 stars so far today, about 8 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 4 days old and already has 77 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 77
Today: 0 · ≈ 8 by evening
Forks: 8
Issues and pull requests: 11
Watchers: 0
Language: Python
License: Apache-2.0
Created: September 21, 2026
Last push: September 24, 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

September 25, 2026Top new repositories this week: #200

README badge

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