README.md

---
title: EvoPlatform
emoji: 💻
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.38.1
app_file: app.py
pinned: false
license: mit
---


# 🧠 EvoTransformer – The AI That Evolves

**Why Evo?**  
Most AI models are frozen in time. Evo learns. Evo mutates. Evo survives.  
It evolves its architecture based on **your feedback** — live.

### 🧬 Core Features
- Learns from your questions and feedback
- Evolving Transformer architecture (layers, attention heads, FFN dim, memory)
- GPT-3.5 comparison built in
- No manual fine-tuning – Evo retrains live
- Live architecture mutation + genome tracking

### 🛠️ Tech Stack
- PyTorch
- Transformers (tokenizer only)
- Gradio (interactive UI)
- Hugging Face or Local/Colab
- OpenAI API (for GPT-3.5 comparison)

---

### 🚀 Try it out

> Ask Evo a question. Choose two options. It tells you which makes more sense — and why.  
> Then **vote on who was better: Evo or GPT**. Evo adapts live.

---

### 💡 Example:
**Q**: Blue is a  
**Option 1**: Color  
**Option 2**: Fruit  
**Evo Answer**: Color (Reasoning: 0.497 vs 0.431)  
**GPT-3.5 Answer**: color

You vote ✅ Evo → Evo learns from that and retrains in real time.

---

### 🧠 Evo isn't trained.
Evo **learns to train itself**.