---
title: Decida
emoji: 📊
colorFrom: indigo
colorTo: gray
sdk: gradio
sdk_version: 5.9.1
app_file: app.py
pinned: false
license: apache-2.0
short_description: Typed decisions in one forward pass, free on ZeroGPU.
---

# Decida

A free ZeroGPU demo of [DecidaBERT-large](https://huggingface.co/helmo/DecidaBERT-large): send a **state** and
typed **questions** (`choice`, `score`, `noul`), get a probability distribution per question back from a single
forward pass, no generated text.

This Space's code (`app.py`, `model.py`) is independent of the main project — it re-implements the model's decision
heads and prompt layout directly against the public checkpoint, since ZeroGPU only supports the Gradio SDK, not a
plain REST server. The real thing — a local runtime with a REST API, MCP tools and a full testbench of games —
is at **https://github.com/heldernoid/decida**, and runs the same model (plus Qwen3-0.6B and the Laya family)
locally, on your own hardware.

Not affiliated with TypeSafe, Convai Innovations or any other model author.