Update README.md

README.md

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 - swe-bench
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+# OpenAgent
+
+<p align="center">
+  <img src="assets/logo.png" alt="OpenAgent logo" width="220"/>
+</p>
+
+<p align="center">
+  <strong>OpenAgent</strong> is an open-source effort to curate the best datasets for training agents.
+</p>
+
+---
+
+**OpenAgent** is a model trained for agentic tasks such as **Terminal-Bench 2.0** and **SWE-Bench**.
+
+It was trained on the dataset:
+
+- [`DedeProGames/Terminal-Reasoning-SFT`](https://huggingface.co/datasets/DedeProGames/Terminal-Reasoning-SFT)
+
+OpenAgent is designed to improve performance on terminal-based reasoning, software engineering, and tool-using workflows.
+
+---
+
+## Benchmarks
+
+| Model | Harness | Terminal-Bench 2.0 | SWE-Bench Verified |
+| --- | --- | ---: | ---: |
+| [Qwen3-8B](https://huggingface.co/Qwen/Qwen3-8B) | Terminus-2 | 0.0 | 0.7 |
+| **[OpenAgent](https://huggingface.co/DedeProGames/OpenAgent)** | Terminus-2 | **4.9** | **15.7** |
+| [Qwen3-32B](https://huggingface.co/Qwen/Qwen3-32B) | Terminus-2 | 1.9 | 5.7 |
+| [Qwen/Qwen3-Coder-30B-A3B-Instruct](https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct) | OpenHands | 10.1 | 49.2 |
+
+---
+
+## Hugging Face
+
+- **Model:** [`DedeProGames/OpenAgent`](https://huggingface.co/DedeProGames/OpenAgent)
+- **Dataset:** [`DedeProGames/Terminal-Reasoning-SFT`](https://huggingface.co/datasets/DedeProGames/Terminal-Reasoning-SFT)
+
+OpenAgent is an open-source effort focused on building stronger agentic models through better datasets, practical training, and real benchmark evaluation.