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README.md

@@ -1,5 +1,5 @@
 ---
-title: GameTheory-Solver
+title: GameTheory-Solver Demo
 emoji: 🎯
 colorFrom: blue
 colorTo: green
@@ -7,39 +7,62 @@ sdk: gradio
 sdk_version: 5.14.0
 app_file: app.py
 pinned: true
-license: mit
-short_description: AI-powered game theory problem solver
+license: apache-2.0
+short_description: AI game theory solver with step-by-step reasoning
 tags:
-  - game-theory
-  - nash-equilibrium
-  - mathematics
-  - economics
-  - qwen
+- game-theory
+- nash-equilibrium
+- mathematics
+- economics
+- qwen2.5
+- qlora
+- reasoning
+- demo
+models:
+- 2reb/GameTheory-Solver
+datasets:
+- 2reb/GameTheory-Bench
 ---
 
-# 🎯 GameTheory-Solver
+# 🎯 GameTheory-Solver Demo
 
-An AI system trained to solve game theory problems with rigorous mathematical reasoning.
+**An interactive demo for the [GameTheory-Solver](https://huggingface.co/2reb/GameTheory-Solver) model — a QLoRA fine-tuned Qwen2.5-7B that solves game theory problems with step-by-step mathematical reasoning.**
 
-## Features
+[![Model](https://img.shields.io/badge/🤗_Model-GameTheory--Solver-orange)](https://huggingface.co/2reb/GameTheory-Solver)
+[![Dataset](https://img.shields.io/badge/📊_Dataset-GameTheory--Bench-yellow)](https://huggingface.co/datasets/2reb/GameTheory-Bench)
+[![License](https://img.shields.io/badge/License-Apache_2.0-green.svg)](https://opensource.org/licenses/Apache-2.0)
 
-- **Browse Examples**: Explore 100 curated problems from the [GameTheory-Bench](https://huggingface.co/datasets/2reb/GameTheory-Bench) dataset across 10 categories
-- **Solve Your Own**: Enter any game theory problem and get an AI-generated solution via the HuggingFace Inference API
-- **10 Problem Categories**: Normal form games (2×2 through 4×4), zero-sum games, sequential games, auction theory, Bayesian games, cooperative games, and mechanism design
+---
+
+## ✨ Features
 
-## Supported Problem Types
+- 🔍 **Browse Examples** — Explore 100 curated problems from the [GameTheory-Bench](https://huggingface.co/datasets/2reb/GameTheory-Bench) dataset across all 10 categories
+- 🧠 **Solve Your Own** — Enter any game theory problem and get an AI-generated solution via the HuggingFace Inference API
+- 📊 **10 Problem Categories** — From 2×2 matrix games to mechanism design
+
+## 🎮 Supported Problem Types
 
 | Category | Solution Concepts |
-|----------|------------------|
-| Normal Form Games | Nash Equilibria (pure & mixed), dominant strategies |
-| Zero-Sum Games | Minimax, saddle points, mixed strategies |
-| Sequential Games | Backward induction, subgame perfect equilibrium |
-| Auction Theory | Bayesian Nash equilibrium bidding strategies |
-| Bayesian Games | BNE, type spaces, belief updating |
-| Cooperative Games | Shapley value, core, nucleolus |
-| Mechanism Design | VCG, incentive compatibility, revelation principle |
-
-## Links
-
-- 🤗 [Model](https://huggingface.co/2reb/GameTheory-Solver)
-- 📊 [Dataset](https://huggingface.co/datasets/2reb/GameTheory-Bench) (2,913 verified problems)
+|---|---|
+| **Normal Form Games** (2×2 → 4×4) | Nash Equilibria (pure & mixed), dominant strategies, IESDS |
+| **Zero-Sum Games** | Minimax theorem, saddle points, mixed strategies |
+| **Sequential Games** | Backward induction, subgame perfect equilibrium |
+| **Auction Theory** | Bayesian Nash equilibrium bidding, revenue equivalence |
+| **Bayesian Games** | BNE, type spaces, signaling, separating/pooling equilibria |
+| **Cooperative Games** | Shapley value, core, nucleolus |
+| **Mechanism Design** | VCG, incentive compatibility, revelation principle |
+
+## 📈 Model Performance
+
+| Metric | Score |
+|---|:---:|
+| **Overall Accuracy** | **94%** |
+| **Hard Problems** | **94.4%** |
+| Bayesian Games | 100% (from 0% base) |
+| Mechanism Design | 100% (from 60% base) |
+
+## 🔗 Links
+
+- 🤖 **Model**: [2reb/GameTheory-Solver](https://huggingface.co/2reb/GameTheory-Solver)
+- 📊 **Dataset**: [2reb/GameTheory-Bench](https://huggingface.co/datasets/2reb/GameTheory-Bench) (2,913 verified problems)
+- 🏠 **Base Model**: [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)