Bornholm/indecis

Language modelsGo

More actions

Small decision models in Go

About the project

A Go library for training and running small decision models: a text encoder fine-tuned on your examples answers typed questions with calibrated probabilities instead of generated text.

Useful for

Train a model to classify support requests by topic and urgency on your own examples
Serve a model over HTTP for request routing without a GPU
Generate synthetic training data from templates

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

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

Star growth looks organic. Data as of October 3, 2026, 01:56 UTC.

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

Stars per day

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

0 stars so far today, about 3 expected by the end of the day.
The repository is 5 days old and already has 57 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
Top new repositories this week: #189.

Explore related projects

jaredpalmer/kev
kev is a LoRA adapter with a small readout head on top of Qwen2.5-0.5B that answers many typed questions about a document in a single forward pass, returning calibrated probabilities instead of text.
Similar descriptions and use cases
kshetrajna12/reflex
An open decision model: given a state (text, JSON, or image) and typed questions, it returns calibrated probabilities over fixed answer options. Runs on top of Qwen3.5 and answers with numbers instead of free text.
Similar descriptions and use cases
strands-labs/strands-decider
A small, fast decision model for agentic workflows: picks among options, answers yes/no, or rates on a scale, returning calibrated confidence. Faster than an LLM and requires no classifier training.
Similar descriptions and use cases

Three GitHub discoveries every day

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

Get discoveries in Telegram Read Daily Radar

Numbers

Total stars: 57
Today: 0 · ≈ 2 by evening
Forks: 5
Issues and pull requests: 1
Watchers: 0
Language: Go
License: MIT
Latest release: v0.3.0 · October 1, 2026
Created: September 28, 2026
Last push: October 1, 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 3, 2026Top new repositories this week: #182

README badge

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

[![Seismograph](https://gitnova.dev/badge/Bornholm/indecis.svg?lang=en)](https://gitnova.dev/en/r/Bornholm/indecis)