# Zihan-Su/Self_Gradient_Forcing_Plus

> An autoregressive video generation method that decouples context-writing and denoising parameters, enabling rollouts of up to 24 hours from only 5-second training windows.

- Magnitude: 1.6 out of 10 — Cooling
- Stars: 120 total · +0 stars measured 2026-10-12, 14:13–17:31 UTC, ≈ 1 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: Python · License: Apache-2.0 · Created: 2026-10-07 · Last push: 2026-10-12
- GitHub: https://github.com/Zihan-Su/Self_Gradient_Forcing_Plus · Homepage: https://zihan-su.github.io/self-gradient-forcing-plus · Page: https://gitnova.dev/en/r/Zihan-Su/Self_Gradient_Forcing_Plus

## Useful for

- Generate a long video from a text prompt via the infer_sgf_plus.sh script
- Run interactive generation with live prompt updates through Reactor Runtime
- Reproduce the gradient-conflict phenomenon on SGF and teacher-forcing checkpoints

## Why it’s here

- Star-counter measurements on 2026-10-12 (UTC), 14:13–17:31: 120 → 120 stars (+0). This is the change over that interval.
- Estimated end-of-day forecast: about +1 stars, using observed gains and the previous day.
- The repository is 5 days old and already has 120 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #176.

## 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: 8
- Issues and pull requests: 3
- Watchers: 7
- Average over the last week: 19 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

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

2026-10-07 … 2026-10-12: 36, 20, 29, 10, 16, 0

## Spotted in now

- Top new repositories this week: #176

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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 2026-10-12 17:36 UTC, updated every 30 minutes.