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Used mixed informal/formal cold-start examples, a structured reasoning pattern with Lean snippets, and verifier-reward RL with format/gradient filtering for whole-proof generation.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits Qwen2.5, Kimi RL, synthetic teacher data and Lean. Final-proof rewards do not certify faithful hidden reasoning or statement translation. High pass@8192 results use corrected benchmark statements and substantial sampling; front collective is not40individual front authors.
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English catalogue narrative
Kimina-Prover: structured formal reasoning and reinforcement learning
Used mixed informal/formal cold-start examples, a structured reasoning pattern with Lean snippets, and verifier-reward RL with format/gradient filtering for whole-proof generation.
Scientific scope
Inherits Qwen2.5, Kimi RL, synthetic teacher data and Lean. Final-proof rewards do not certify faithful hidden reasoning or statement translation. High pass@8192 results use corrected benchmark statements and substantial sampling; front collective is not40individual front authors.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.