# spinfinc/spinf-serve

> A serving engine for bulk classification and decision inference on a single 24 GB GPU: it reads content once and scores many questions about it in the same pass, exposing an OpenAI-compatible API. Built for high-throughput calibrated scoring rather than chat.

- Magnitude: 1.5 out of 10 — Quiet
- Stars: 11 total · +4 stars measured 2026-10-30, 19:20–21:01 UTC, ≈ 4 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: Apache-2.0 · Created: 2026-10-25 · Last push: 2026-10-29
- GitHub: https://github.com/spinfinc/spinf-serve · Homepage: https://spinf.com · Page: https://gitnova.dev/en/r/spinfinc/spinf-serve

## Useful for

- Score thousands of news articles against dozens of yes/no questions in one batch
- Extract months, amounts or labels from support tickets with probabilities
- Run a self-hosted decision model behind an OpenAI-compatible endpoint

## Why it’s here

- Star-counter measurements on 2026-10-30 (UTC), 19:20–21:01: 7 → 11 stars (+4). This is the change over that interval.
- Estimated end-of-day forecast: about +4 stars, using observed gains and the previous day.
- The repository is 5 days old and already has 11 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Hacker News: “Show HN: Spinf-serve – inference server for bulk scoring and decisions” — 14 points, 4 h ago.

## 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: 0
- Issues and pull requests: 1
- Watchers: 0
- Average over the last week: 1 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 2
- Latest release: 0.1.2 (2026-10-29)

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

2026-10-25 … 2026-10-30: 1, 0, 0, 0, 0, 4

## Hacker News

- Show HN: Spinf-serve – inference server for bulk scoring and decisions — 14 points, 2 comments: https://news.ycombinator.com/item?id=50306815

## Spotted in now

- Spotted on Hacker News

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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 2026-10-30 21:05 UTC, updated every 30 minutes.