# logan-markewich/jeff

> A self-hosted drop-in replacement for TypeSafe's jev System One API, powered by the GLiFormer model (400M) and compatible with the official typesafe-sdk. It classifies text locally into choices, ordered scores, and yes-probabilities.

- Magnitude: 1.1 out of 10 — Steady
- Stars: 293 total · +2 stars measured 2026-10-05, 00:13–23:43 UTC
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: MIT · Created: 2026-09-19 · Last push: 2026-09-20
- GitHub: https://github.com/logan-markewich/jeff · Page: https://gitnova.dev/en/r/logan-markewich/jeff

## Useful for

- Deploy a local text classification service without external API keys
- Swap out paid jev in an existing app by setting TYPESAFE_BASE_URL
- Score ticket tone and urgency through the /v1/systemone HTTP endpoint

## Why it’s here

- Star-counter measurements on 2026-10-05 (UTC), 00:13–23:43: 291 → 293 stars (+2). This is the change over that interval.
- The repository is 16 days old and already has 293 stars.
- Recent forks include notable developers: @strategist922 (899 followers).

## 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: 23
- Issues and pull requests: 4
- Watchers: 1
- Average over the last week: 5 per day
- Usual pace: 12 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-05 … 2026-11-03: 2, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-22 3.1, 09-23 1.9, 09-24 1.8, 09-25 1.5, 09-26 1.4, 09-27 0.9, 09-28 1.0, 09-29 1.3, 09-30 1.5, 10-01 1.2, 10-02 1.2, 10-03 1.1, 10-04 1.2, 10-05 1.2

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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 2026-10-05 23:47 UTC, updated every 30 minutes.