Beratung/tool-router-mini

Tool Router Mini

A tiny real text-classification model for routing short user requests to a tool category.

Labels

• search
• calculator
• weather
• translation
• summarize
• code
• email
• calendar

Model

• TF-IDF text features
• Logistic Regression classifier
• trained on the synthetic ai-tool-prompts-mini dataset

Quick evaluation

Held-out test accuracy in this starter build:

100.0%

This number only reflects the small synthetic dataset and should not be interpreted as a production benchmark.

Example

import joblib

model = joblib.load("model.joblib")
print(model.predict(["Translate this sentence into German."])[0])

Intended use

Good for:

• learning how model repositories work on Hugging Face
• simple tool-routing demos
• educational text classification
• small agent experiments

Not intended for production routing or safety-critical decisions.