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Running on Zero
Running on Zero
| title: AudioRubrics | |
| emoji: 🎧 | |
| colorFrom: gray | |
| colorTo: pink | |
| sdk: gradio | |
| sdk_version: 6.15.1 | |
| app_file: app.py | |
| short_description: Audio reasoning with evolving rubric rewards | |
| python_version: "3.12" | |
| startup_duration_timeout: 1h | |
| # AudioRubrics | |
| Interactive demo for [Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning](https://huggingface.co/papers/2608.02831). | |
| Upload an audio clip, ask a question about what you hear, and the model will reason step-by-step before answering. | |
| **Model:** [umd-zhou-lab/AudioRubrics](https://huggingface.co/umd-zhou-lab/AudioRubrics) — a Qwen2.5-Omni-7B model fine-tuned with GRPO using self-evolving, audio-grounded rubric rewards. |