# allebee/jevk5

> An open-weight alternative to TypeSafe Jev: given a state (ticket, log, policy, diff) and a yes/no, choice, or score question, it returns a probability for every option in one forward pass with zero generated tokens. Qwen3.5-4B weights plus a distilled LoRA under Apache-2.0, with a TypeSafe-style /v1/systemone endpoint.

- Magnitude: 4.3 out of 10 — Early signal
- Stars: 101 total · +0 stars today, ≈ 37 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: Apache-2.0 · Created: 2026-09-22 · Last push: 2026-09-24
- GitHub: https://github.com/allebee/jevk5 · Homepage: https://huggingface.co/alibiserikbay/JevK5 · Page: https://gitnova.dev/en/r/allebee/jevk5

## Useful for

- Run a local server to score decision probabilities for support tickets
- Check model calibration on your own questions with the JevBench runner
- Build a ticket-routing pipeline from the choice probabilities

## Why it’s here

- 0 stars so far today, about 37 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 101 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #155.
- About 10 forks a day — people are taking the code.

## 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: 7
- Issues and pull requests: 3
- Watchers: 0
- Average over the last week: 34 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 1

## Stars per day, last 6 days (oldest → newest, today is partial)

2026-09-20 … 2026-09-25: 0, 0, 0, 56, 45, 0

## Spotted in now

- Top new repositories this week: #155

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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 2026-09-25 02:11 UTC, updated every 30 minutes.