README.md

---
title: EvoTransformer V2.1
emoji: 🔥
colorFrom: pink
colorTo: blue
sdk: gradio
sdk_version: 5.36.2
app_file: app.py
pinned: false
license: apache-2.0
---

'''
# EvoTransformer v2.1 🧠✨

EvoTransformer is an evolving neural architecture built from scratch to tackle reasoning tasks with minimal compute.

## 📌 What It Does
This model answers PIQA-style commonsense reasoning questions. Given a goal and two solution choices, EvoTransformer chooses the more logical one.

## 🔧 Architecture
- Built with 4 Transformer encoder layers
- ~13 million parameters
- Custom embedding, pooling, and classifier layers
- Fully open and adaptable for NAS or self-evolving tasks

## 🏋️‍♂️ Training Details
- Dataset: PIQA (1000 training, 500 validation examples)
- Optimizer: Adam
- Loss: CrossEntropy
- Epochs: 5
- Hardware: Colab GPU

## 🚀 Live Demo
Try it on Hugging Face Spaces:
👉 [Demo Link](https://huggingface.co/spaces/YOUR_USERNAME/evo-transformer-demo)

## 💡 Why EvoTransformer?
- Lean, fast, and efficient
- Custom-built from scratch (no pretraining dependencies)
- Can evolve structurally in future versions

## 📜 License
MIT
'''