Create README.md

README.md

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+---
+license: mit
+language:
+- en
+tags:
+- text-rewriting
+- web
+- generative-engine-optimization
+- geo
+- reinforcement-learning
+- grpo
+- qwen3
+- transformers
+- safetensors
+library_name: transformers
+pipeline_tag: text-generation
+base_model: Qwen/Qwen3-1.7B
+---
+# AutoGEO_mini_Qwen1.7B_GEOBench
+
+A lightweight **web-document rewriting** model fine-tuned with **GRPO** (reinforcement learning) from **Qwen3-1.7B**, developed as part of the AutoGEO framework introduced in:
+
+**WHAT GENERATIVE SEARCH ENGINES LIKE AND HOW TO OPTIMIZE WEB CONTENT COOPERATIVELY**  
+Paper (arXiv): https://arxiv.org/abs/2510.11438
+
+---
+
+## What this model does
+
+**AutoGEO_mini_Qwen1.7B_GEOBench** rewrites raw web documents into improved versions that are better aligned with generative search engines’ preferences for **GEO-Bench dataset**.
+
+In our experiments/usage:
+- The total cost is about **0.0071×** the cost of **gemini-2.5-pro** for comparable rewriting workloads.
+- Rewritten documents achieve **significant improvements in GEO metrics**.
+
+---
+
+## Training summary
+
+- **Base model:** Qwen3-1.7B
+- **Method:** GRPO-based reinforcement learning fine-tuning
+- **Task:** Rewrite original web documents to improve GEO metrics (per the AutoGEO framework in the paper above)
+
+---
+
+## Repository contents
+
+This repository includes the standard inference artifacts (e.g., `model.safetensors`, `config.json`, `tokenizer.json`, `chat_template.jinja`, etc.) required to load and run the model with `transformers`.
+
+---