GitNova

GitHub seismograph — discoveries and growing interest

youssofal/MTPLX

Language modelsPython#apple-silicon#local-ai#mlx#mtp#openai-compatible
Total stars
2,410
Today
+1
Open on GitHub My finds →
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The fastest way to run Qwen 3.8 Flash Next and Qwen 3.8 27B on a Mac: 125 tok/s in OpenCode on an M5 Max. Native MTP speculative decoding on Apple Silicon, exact at any temperature. OpenAI and Anthropic compatible local server.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

Run local LLMs on Apple Silicon with native multi-token prediction (MTP) speculative decoding and no external drafter; speeds up inference 1.6–2.2x while keeping the same output distribution.

Useful for
  • Start a local OpenAI-compatible server on a Mac and point Claude Code or Open WebUI at it
  • Auto-tune MTP draft depth for a specific chip with mtplx tune
  • Build and verify an MTP adapter for a Hugging Face model via mtplx forge

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

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

Star growth looks organic. Data as of September 23, 2026, 10:35 UTC.

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

Stars per day

03060August 1, 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

  • 1 star so far today, about 4 expected by the end of the day.

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 23, 2026, 10:35 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
2,410
Today
+1 star on 2026-09-23 (UTC), ≈ 4 by evening
Forks
185
Issues and pull requests
518
Watchers
20
Language
Python
License
Apache-2.0
Latest release
v2.11.3 · September 17, 2026
Created
May 2, 2026
Last push
September 19, 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.

Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 1.1
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