# Video-Rebirth/hyperflow

> Loader and examples for HyperFlow, an 8-step LoRA distillation of MiniMax-H3 that cuts video+audio generation from 49 to 8 model forwards on the official diffusers Modular Pipeline.

- Magnitude: 0.1 out of 10 — Steady
- Stars: 132 total · +0 stars on 2026-10-03 (UTC), ≈ 0 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: Python · License: Apache-2.0 · Created: 2026-09-17 · Last push: 2026-09-18
- GitHub: https://github.com/Video-Rebirth/hyperflow · Homepage: https://huggingface.co/videorebirth/hyperflow · Page: https://gitnova.dev/en/r/Video-Rebirth/hyperflow

## Useful for

- Generate video with audio from a first frame in 8 steps instead of 49
- A/B compare HyperFlow against the base 50-step pipeline on the same seed via --baseline
- Run omni-reference generation (image, video, voice) in ref2va mode

## Why it’s here

- The repository is 16 days old and already has 132 stars.

## 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: 6
- Issues and pull requests: 1
- Watchers: 1
- Average over the last week: 1 per day
- Usual pace: 7 per day

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

2026-10-05 … 2026-11-03: 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, None

## Magnitude by day, last 14 days

09-20 4.3, 09-21 2.5, 09-22 1.5, 09-23 1.2, 09-24 1.0, 09-25 0.5, 09-26 0.7, 09-27 0.8, 09-28 0.6, 09-29 1.1, 09-30 1.0, 10-01 0.6, 10-02 0.3, 10-03 0.3

---

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 2026-10-03 19:23 UTC, updated every 30 minutes.