Improve model card: Add metadata, update paper link and add project page link
#1
by
nielsr
HF Staff
- opened
README.md
CHANGED
|
@@ -1,8 +1,35 @@
|
|
| 1 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2 |
|
| 3 |
-
<
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
|
| 5 |
-
|
|
|
|
| 6 |
|
| 7 |
## 🎯 About This Repository
|
| 8 |
This repository contains the **DemyAgent-4B** model weights, a 4B-sized agentic reasoning model that achieves **state-of-the-art performance** on challenging benchmarks including AIME2024/2025, GPQA-Diamond, and LiveCodeBench-v6.
|
|
@@ -60,4 +87,8 @@ We evaluate our models on challenging benchmarks spanning mathematics, science,
|
|
| 60 |
journal={arXiv preprint arXiv:2510.11701},
|
| 61 |
year={2025}
|
| 62 |
}
|
| 63 |
-
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
pipeline_tag: text-generation
|
| 3 |
+
library_name: transformers
|
| 4 |
+
license: cc-by-nc-4.0
|
| 5 |
+
tags:
|
| 6 |
+
- agentic-reasoning
|
| 7 |
+
- tool-use
|
| 8 |
+
- LLM
|
| 9 |
+
- Qwen
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# Demystifying Reinforcement Learning in Agentic Reasoning
|
| 13 |
|
| 14 |
+
<div align="center">
|
| 15 |
+
<p align="center">
|
| 16 |
+
<a href="https://huggingface.co/papers/2510.11701">
|
| 17 |
+
<img src="https://img.shields.io/badge/Paper-HuggingFace-red?logo=arxiv&logoColor=red" alt="Paper on Hugging Face"/>
|
| 18 |
+
</a>
|
| 19 |
+
<a href="https://github.com/Gen-Verse/Open-AgentRL">
|
| 20 |
+
<img src="https://img.shields.io/badge/Open--AgentRL-GitHub-black?logo=github&logoColor=white" alt="Open-AgentRL on GitHub"/>
|
| 21 |
+
</a>
|
| 22 |
+
<a href="https://huggingface.co/datasets/Gen-Verse/Open-AgentRL-30K">
|
| 23 |
+
<img src="https://img.shields.io/badge/30K_RL_Dataset-Hugging%20Face-orange?logo=huggingface&logoColor=yellow" alt="30K RL Dataset"/>
|
| 24 |
+
</a>
|
| 25 |
+
<a href="https://huggingface.co/Gen-Verse/DemyAgent-4B">
|
| 26 |
+
<img src="https://img.shields.io/badge/DemyAgent--4B-Hugging%20Face-FFCC00?logo=huggingface&logoColor=yellow" alt="DemyAgent-4B Model"/>
|
| 27 |
+
</a>
|
| 28 |
+
</p>
|
| 29 |
+
</div>
|
| 30 |
|
| 31 |
+
**Paper**: [Demystifying Reinforcement Learning in Agentic Reasoning](https://huggingface.co/papers/2510.11701)
|
| 32 |
+
**Project Page**: [Open-AgentRL Collection](https://huggingface.co/collections/Gen-Verse/open-agentrl-68eda4c05755ca5a8c663656)
|
| 33 |
|
| 34 |
## 🎯 About This Repository
|
| 35 |
This repository contains the **DemyAgent-4B** model weights, a 4B-sized agentic reasoning model that achieves **state-of-the-art performance** on challenging benchmarks including AIME2024/2025, GPQA-Diamond, and LiveCodeBench-v6.
|
|
|
|
| 87 |
journal={arXiv preprint arXiv:2510.11701},
|
| 88 |
year={2025}
|
| 89 |
}
|
| 90 |
+
```
|
| 91 |
+
|
| 92 |
+
## 🙏 Acknowledgements
|
| 93 |
+
|
| 94 |
+
This work aims to explore more efficient paradigms for Agentic RL. Our implementation builds upon the excellent codebases of [VeRL](https://github.com/volcengine/verl) and [ReTool](https://github.com/ReTool-RL/ReTool). We sincerely thank these projects for their valuable insights and high-quality implementations, which have greatly facilitated our research.
|