The model from Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning: Qwen2.5-Omni-7B post-trained with GRPO using self-evolving, audio-grounded rubric rewards and an overthinking penalty.

This is the full merged checkpoint (thinker merged back into the complete Omni model) and can be served directly with vLLM:

See the GitHub repository for training and evaluation instructions.