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adrida/tracer

Distill your LLM traces into a fast hybrid System 1 models. Open-source ML + LLM inference with calibrated deferral.

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1k
83
7 contributors
MIT License
website
AchievementsView all →
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Momentum

How fast adrida/tracer is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 28 – Oct 27, 2026

Stars +24 in 61 days

012
2

Forks +4 in 61 days

012
2

Merged PRs 3 in 61 days

012
2

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15Oct 23
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Fri, Aug 28, 2026+1+00
Sat, Aug 29, 2026+0+20
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+2+00
Tue, Sep 1, 2026+0+00
Wed, Sep 2, 2026+0+00
Thu, Sep 3, 2026+1+00
Fri, Sep 4, 2026+0+00
Sat, Sep 5, 2026+0+00
Sun, Sep 6, 2026+0+00
Mon, Sep 7, 2026+0+00
Tue, Sep 8, 2026+0+00
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+0+00
Fri, Sep 11, 2026+1+00
Sat, Sep 12, 2026+1+00
Sun, Sep 13, 2026+2+00
Mon, Sep 14, 2026+0+00
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+2+00
Thu, Sep 17, 2026+1+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+0+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+1+00
Fri, Sep 25, 2026+0+12
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+0+00
Tue, Sep 29, 2026+2+01
Wed, Sep 30, 2026+1+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+1+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+1+00
Fri, Oct 9, 2026+2+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+10
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+2+00
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+1+00
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+1+00
Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+0+00
Total+24+43
  • 1#1 on the list
  • 7Rank that day
  • Not trending

    • Mentions and achievements

    Where people are talking about adrida/tracer, and every badge it has earned
    1. Sep 111 post

      • I checked all 234 YC S26 startups for useful GitHub repos, here's what I found

        Read full on Reddit

        r/WebAfterAI

    2. 1 month earlier
    3. Jul 311 post

      • Our LiveCodeBench results are encouraging, although they do not represent yet the full difficulty of repository-level and agentic coding. We’re now running longer-horizon evaluations covering…

        Read full on X, posted by @TracerML

        @TracerML · x.com

    4. 1 month earlier
    5. Jun 192 posts

      • Works best for repeated LLM decisions: classification routing moderation tagging extraction checks tool selection Tracer learns the easy regions, trains a small ML model for safe calls, and keeps…

        Read full on X, posted by @_adamr_1

        @_adamr_1 · x.com

      • I built a free LLM observability tool that replaces easy LLM calls with small ML models

        Read full on Reddit

        r/SideProject

    6. 12 days earlier
    7. Jun 71 post

      • this is basically why I built Tracer route the easy traffic to cheaper local paths, defer the uncertain cases to frontier models prod shouldn’t go down because every request depends on the same…

        Read full on X, posted by @_adamr_1

        @_adamr_1 · x.com

    8. 24 days earlier
    9. May 141 post

      • TRACER Trace-Based Adaptive Cost-Efficient Routing Most LLM-based classification pipelines use a large language model for every single input. In practice, the vast majority of that traffic is…

        Read full on X, posted by @LeopolisDream

        @LeopolisDream · x.com

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