# flitai-io/gpuworks

> A 40 MB GPU management and Model-as-a-Service platform that pools your own servers, cloud instances and mixed accelerators into one cluster behind an OpenAI-compatible API.

- Magnitude: 1.9 out of 10 — Steady
- Stars: 155 total · +1 star measured 2026-11-09, 00:08–02:14 UTC, ≈ 7 by evening
- Star trust: star growth looks organic
- Category: DevOps & infrastructure · Language: Go · License: Apache-2.0 · Created: 2026-10-22 · Last push: 2026-11-08
- GitHub: https://github.com/flitai-io/gpuworks · Page: https://gitnova.dev/en/r/flitai-io/gpuworks

## Useful for

- Deploy a Qwen model on your own GPUs in one command and get an OpenAI-compatible endpoint
- Pool rented RunPod and Vast.ai instances together with local servers into one GPU cluster
- Run several models on one card with memory quotas via dGPU

## Why it’s here

- Star-counter measurements on 2026-11-09 (UTC), 00:08–02:14: 154 → 155 stars (+1). This is the change over that interval.
- Estimated end-of-day forecast: about +7 stars, using observed gains and the previous day.
- The repository is 18 days old and already has 155 stars.
- Hacker News: “Show HN: GPUWorks – A 40 MB GPU cluster manager for vLLM/SGLang, no K8s needed” — 30 points, 4 days 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: 43
- Issues and pull requests: 5
- Watchers: 2
- Average over the last week: 23 per day
- Usual pace: 0 per day
- Stars in the last hour (measured): 1
- Latest release: v26.11.1 (2026-11-04)

## Stars per day, last 19 days (oldest → newest, today is partial)

2026-10-22 … 2026-11-09: 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 37, 66, 31, 8, 6, 6, 1

## Magnitude by day, last 5 days

11-05 5.4, 11-06 4.7, 11-07 2.6, 11-08 2.1, 11-09 1.9

## Hacker News

- Show HN: GPUWorks – A 40 MB GPU cluster manager for vLLM/SGLang, no K8s needed — 30 points, 4 comments: https://news.ycombinator.com/item?id=50367630

## Spotted in now

- Spotted on Hacker News

## Similar by description

1. **Mesh-LLM/mesh-llm** — 1.5 · Cooling · Language models · Rust · +0 stars measured 2026-11-09, 00:08–02:14 UTC, ≈ 13 by evening
   Decentralized LLM serving system that pools GPUs and memory across machines and exposes them as one OpenAI-compatible API at localhost:9337. A model can run locally, route to a peer, or be split into layer stages across nodes.
   Full card: https://gitnova.dev/en/r/Mesh-LLM/mesh-llm.md

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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 2026-11-09 02:18 UTC, updated every 30 minutes.