# Yzmblog/DMAD

> Repository with 4-step DMAD student LoRAs for MiniMax-H3: a distillation method that turns a 50-step text-to-audio-video model into a 4-step generator of 1344x768 video with stereo audio.

- Magnitude: 3.4 out of 10 — Early signal
- Stars: 60 total · +0 stars today, ≈ 24 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: Python · License: Apache-2.0 · Created: 2026-09-29 · Last push: 2026-10-02
- GitHub: https://github.com/Yzmblog/DMAD · Page: https://gitnova.dev/en/r/Yzmblog/DMAD

## Useful for

- Generate audio-video from a text prompt in 4 steps on a single 80 GB GPU
- Run inference.py with the lora_critic or full_critic LoRA checkpoint and a fixed seed
- Run the students inside the official Diffusers MiniMaxH3ModularPipeline

## Why it’s here

- 0 stars so far today, about 24 expected by the end of the day.
- The spike has held for 3 days in a row — not a one-off blip.
- The repository is 5 days old and already has 60 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #175.
- Recent forks include notable developers: @johndpope (1,330 followers).

## 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: 2
- Watchers: 1
- Average over the last week: 14 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 1

## Stars per day, last 8 days (oldest → newest, today is partial)

2026-09-27 … 2026-10-04: 0, 0, 0, 0, 0, 33, 28, 0

## Spotted in now

- Top new repositories this week: #175

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2. **Itz-Anya/Image-Size-Reducer** — 5.3 · Early signal · Generative media · Svelte · +0 stars today, ≈ 48 by evening
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4. **storytold/effectcraft** — 4.9 · Early signal · Generative media · Rust · +0 stars today, ≈ 55 by evening
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   Full card: https://gitnova.dev/en/r/storytold/effectcraft.md
5. **dmtrKovalenko/fframes** — 4.8 · Peaking · Generative media · Rust · +0 stars today, ≈ 84 by evening
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   Full card: https://gitnova.dev/en/r/dmtrKovalenko/fframes.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 2026-10-04 01:48 UTC, updated every 30 minutes.