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RH-RunningHub/MiniMax-H3-MultiGPU-Lightning

Language modelsPython
Total stars
103
Today
+0
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MiniMax-H3 multi-GPU inference acceleration: ~12x on 8x RTX 6000D (step distillation + SageAttention2 + Cache-DiT + torch.compile, TP2+Ulysses4 on sglang)

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About the project

Multi-GPU inference acceleration recipe for MiniMax H3 video generation using step distillation, SageAttention2, Cache-DiT and torch.compile on SGLang, up to ~12x on 8x RTX 6000D.

Useful for
  • Deploy the recipe on your own multi-GPU rig to speed up 5-second video generation
  • Swap RH's private weights for public acceleration LoRAs and reproduce the full inference workflow
  • Compare TP2+Ulysses4 with other parallelism setups for latency and memory

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

0.6 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of September 24, 2026, 00:01 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

02550September 7, 2026October 29, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • The repository is 17 days old and already has 103 stars.
  • Recent forks include notable developers: @kaelzhang (386 followers).

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 22, 2026
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October 23, 2026
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October 24, 2026
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October 25, 2026
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October 26, 2026
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October 27, 2026
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October 28, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: September 24, 2026, 00:01 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
103
Today
+0 stars on 2026-09-24 (UTC), ≈ 1 by evening
Forks
13
Issues and pull requests
3
Watchers
1
Language
Python
License
Apache-2.0
Created
September 7, 2026
Last push
September 10, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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