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feat: add Step-Audio 2 project with external link
- Add Step-Audio 2 project linking to StepFun official page - Remove example projects (pandas, pytorch, scikit) - Project highlights CoT reasoning, reinforcement learning, and SOTA benchmarks
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---
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title: Step-Audio 2
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date: 2025-07-23
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external_link: https://www.stepfun.com/research/en/step-audio2
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tags:
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- Audio LLM
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- Speech Understanding
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- Chain-of-Thought
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- Reinforcement Learning
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summary: End-to-end multimodal large language model with audio reasoning capabilities, achieving SOTA performance on multiple benchmarks.
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---
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Step-Audio 2 is an end-to-end multimodal large language model engineered for industrial applications. This model innovatively integrates a latent space audio encoder with audio reinforcement learning.
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**Key Features:**
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- Genuine end-to-end architecture eliminating traditional ASR+LLM+TTS pipelines
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- CoT-reinforcement learning fusion enabling audio reasoning capabilities
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- Acoustic knowledge enhancement via web search and audio retrieval
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- SOTA performance on MMAU, URO-Bench, and multiple ASR benchmarks
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[View Full Project →](https://www.stepfun.com/research/en/step-audio2)
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