Mapika/decider
- Total stars
- 1,150
- Today
- +1since 00:14 UTC
More actions
A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated probabilities.
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About the project
A language model that does not generate text: from a single forward pass it returns calibrated probabilities for typed questions (Choice, Score, Noul) about a given state. An open reproduction of the "System One" model class built on Qwen3.5-2B.
Useful for
- Route support tickets to departments with confidence scores
- Build confidence-gated routing that escalates uncertain cases to humans
- Score customer frustration level from ticket text
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 16, 2026, 03:06 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
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
- Star-counter measurements on 2026-10-16 (UTC), 00:14–03:02: 1149 → 1150 stars (+1). This is the change over that interval.
- Estimated end-of-day forecast: about +7 stars, using observed gains and the previous day.
- The repository is 30 days old and already has 1,150 stars.
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 26, 2026
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- October 27, 2026
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- October 28, 2026
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- October 29, 2026
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- October 30, 2026
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- October 31, 2026
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- November 1, 2026
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Largest measured day in the last 30 days: 20 · October 5, 2026. Days with data: 14.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 16, 2026, 03:06 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.
Numbers
- Total stars
- 1,150
- Today
- +1 star measured 2026-10-16, 00:14–03:02 UTC, ≈ 7 by evening
- Forks
- 51
- Issues and pull requests
- 21
- Watchers
- 3
- Language
- Python
- License
- Apache-2.0
- Created
- September 16, 2026
- Last push
- October 12, 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
- October 6, 2026Top new repositories this month: #100
- October 5, 2026Top new repositories this month: #93
- October 4, 2026Top new repositories this month: #93
- October 3, 2026Top new repositories this month: #98
- October 2, 2026Top new repositories this month: #98
- September 30, 2026Top new repositories this month: #100
- September 22, 2026Top new repositories this week: #62
- September 21, 2026Top new repositories this week: #67
- September 20, 2026Top new repositories this week: #121
- September 19, 2026Top new repositories this week: #156
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/Mapika/decider)