# rzc156/dreamforge

> A single-GPU research pipeline that turns world-model imagination into corrective training data for robot policies, verifying every correction by replaying it in the LIBERO simulator.

- Magnitude: 4.9 out of 10 — Early signal
- Stars: 123 total · +2 stars measured 2026-10-14, 00:01–01:20 UTC, ≈ 104 by evening
- Star trust: star growth looks organic
- Category: Science & research · Language: Python · License: MIT · Created: 2026-10-12 · Last push: 2026-10-12
- GitHub: https://github.com/rzc156/dreamforge · Homepage: https://rzc156.github.io/dreamforge/ · Page: https://gitnova.dev/en/r/rzc156/dreamforge

## Useful for

- Run the mine → imagine → verify → build → train → eval pipeline to test a world-model correction hypothesis
- Check whether a world model responds to actions at all using the diagnose pre-flight command
- Compare imagined corrections against equal-budget random perturbations via paired simulator replays

## Why it’s here

- Star-counter measurements on 2026-10-14 (UTC), 00:01–01:20: 121 → 123 stars (+2). This is the change over that interval.
- Estimated end-of-day forecast: about +104 stars, using observed gains and the previous day.
- The repository is 2 days old and already has 123 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #138.

## 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: 3
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 76 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 2

## Stars per day, last 3 days (oldest → newest, today is partial)

2026-10-12 … 2026-10-14: 9, 114, 2

## Magnitude by day, last 2 days

10-13 1.3, 10-14 4.9

## Spotted in now

- Top new repositories this week: #138

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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 2026-10-14 01:31 UTC, updated every 30 minutes.