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bigattichouse/packed-twin-inference — stars, momentum & trend analysis · TrendingRepo

bigattichouse/packed-twin-inferencepublicHIPgithub.com/bigattichouse/packed-twin-inference

packed-twin-inference

Q: Who maintains packed-twin-inference?

Maintained by bigattichouse (the owner) on GitHub.

Q: How do I install packed-twin-inference?

Clone the repo: git clone https://github.com/bigattichouse/packed-twin-inference.git — then follow the README in the cloned directory.

PTI achieves ~2× throughput using a single quantized model (Q5_K_M or better) by running 4 generation streams in one batched decode call. The GPU loads model weights once per step and produces 4 predictions simultaneously. KV cache overhead is ~0.8 GiB total for all 4 streams. No draft model. No quality loss

HIPDEVTOOLSDECLINING VELOCITYTRENDING #717

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// OWNER · bigattichouse · REPO SNAPSHOT

github.com/bigattichouse

bigattichouse

STARS9+0 · 7d

FORKS0+0 · 7d

CONTRIBUTORS0maintainer graph thin

OPEN ISSUES · PRS1· 0

LICENSE—no license file

LANGUAGEHIP

FOUNDED—

LOCATION—

MEMBERS—

PUBLIC REPOS—

TOTAL STARS—

//STAR HISTORY · 12M

+0 all-time-window

Star history not yet available

We don't have a sampled star timeline for bigattichouse/packed-twin-inference yet. The chart populates once the daily snapshot pass collects its first data points for this repo.

//WHY IT'S TRENDING· narrative synthesis · medium confidence

bigattichouse/packed-twin-inference is sitting at #717 on the trending leaderboard with a pulse of 18/100 with no cross-source channels firing yet — GitHub-stars-only signal so far.

It sits at 9 stars without a fresh weekly delta on record — the trending placement here is steady-state interest in the HIP devtools space rather than a 7-day breakout.

Watch-outs: no tagged release on record (treat as pre-stable).

↻ refreshed 3m ago· next sync in 2m· sourced from 0 channels · 0 mentions / 24h

// RELATED REPOS · CROSS-SOURCE OVERLAP

5 detected · 30d window

▌ FAQ · answers from the data spine

What is bigattichouse/packed-twin-inference?

Who maintains packed-twin-inference?

Maintained by bigattichouse (the owner) on GitHub.

What language is packed-twin-inference written in?

Primarily HIP.

When was packed-twin-inference created? When was the last update?

Created June 9, 2026 · last commit June 9, 2026.

How do I install packed-twin-inference?

Clone the repo:

git clone https://github.com/bigattichouse/packed-twin-inference.git

Then follow the README in the cloned directory.

Is packed-twin-inference actively maintained?

yes — but slowing (commits within months)

//COMMENTS · 0

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Created2026-06-09

Updated8h ago

Last commit8h ago