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Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

๐Ÿ“„ Trending Paper (73โฌ†๏ธ): Reinforcement learning with verifiable rewards without human-annotated data, often referred to as zero RL, has emerged as a powerful paradigm for eliciting chain-of-thought reasoning. However, due to computational constraints, existing studies are largely restricted to small models, leaving the trai...

Source: HuggingFace_Papers

What it does

๐Ÿ“„ Trending Paper (73โฌ†๏ธ): Reinforcement learning with verifiable rewards without human-annotated data, often referred to as zero RL, has emerged as a powerful paradigm for eliciting chain-of-thought reasoning. However, due to computational constraints, existing studies are largely restricted to small models, leaving the trai...

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