README.md

---
title: Apertus Swiss AI Transparency Dashboard
emoji: 🏔️
colorFrom: red
colorTo: blue
sdk: gradio
sdk_version: 5.44.0
app_file: app.py
# hardware: zero-gpu  # Temporarily disabled for testing
pinned: false
license: mit
short_description: Complete transparency for Swiss AI model
---

# 🇨🇭 Apertus Swiss AI Transparency Dashboard

**The world's first completely transparent language model - now with live interactive analysis!**

## What makes Apertus special?

Unlike ChatGPT, Claude, or other black-box AI systems, **Apertus is completely transparent**:

- 🧠 **See every attention pattern** - which tokens the model focuses on
- ⚖️ **Inspect every weight** - the actual parameters that make decisions  
- 🎲 **View every prediction** - probabilities for every possible next word
- 🔍 **Track every computation** - through all 32 transformer layers
- 🌍 **Multilingual transparency** - works in German, French, Italian, English, Romansh

## Try it yourself!

1. **💬 Chat with Apertus** in any language
2. **🔍 Analyze attention patterns** - see what the model focuses on
3. **📊 Explore model internals** - complete transparency into AI decisions

## Model Information

- **Model**: swiss-ai/Apertus-8B-Instruct-2509 (8 billion parameters)
- **Languages**: German, French, Italian, English, Romansh + Swiss dialects
- **Context**: 65,536 tokens (extensive document support)
- **Training**: 15 trillion tokens on Swiss and international data
- **Transparency**: Every computation accessible and explainable

## Research & Development

This dashboard demonstrates the complete transparency capabilities of Swiss AI research. Unlike proprietary models, every aspect of Apertus is open and inspectable.

**Academic Use**: Approved for research and educational purposes  
**Swiss Engineering**: Built with precision, reliability, and transparency  
**Open Source**: Complete code available for study and extension

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🇨🇭 **Experience true AI transparency - Swiss precision meets artificial intelligence**