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StarCoder 2 and The Stack v2: The Next Generation

cs.SE · 2024-02-29 · accept · novelty 6.0

StarCoder2-15B matches or beats CodeLlama-34B on code tasks despite being smaller, and StarCoder2-3B outperforms prior 15B models, with open weights and exact training data identifiers released.

End-to-end PDDL Planning with Hardcoded and Dynamic Agents

cs.AI · 2025-12-10 · unverdicted · novelty 5.0

An end-to-end LLM framework refines natural language into valid PDDL domains and problems via hardcoded and dynamic agents, generates plans with standard engines, and returns readable output.

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  • End-to-end PDDL Planning with Hardcoded and Dynamic Agents cs.AI · 2025-12-10 · unverdicted · none · ref 24

    An end-to-end LLM framework refines natural language into valid PDDL domains and problems via hardcoded and dynamic agents, generates plans with standard engines, and returns readable output.