Training Step-Level Reasoning Verifiers with Formal Verification Tools
Paper
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2505.15960
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Published
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6
FoVer
Process Reward Models (PRMs) trained on step-level error labels automatically annotated by formal verification tools.
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ryokamoi/Llama-3.1-8B-FoVer-PRM
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ryokamoi/Qwen-2.5-7B-FoVer-PRM
Text Generation • Updated • 42 • 1 -
ryokamoi/FoVer-FormalLogic-Llama-3.1-8B
Viewer • Updated • 10.7k • 115 -
ryokamoi/FoVer-FormalLogic-Qwen-2.5-7B
Viewer • Updated • 10.7k • 99 -
ryokamoi/FoVer-FormalProof-Llama-3.1-8B
Viewer • Updated • 10.7k • 109 -
ryokamoi/FoVer-FormalProof-Qwen-2.5-7B
Viewer • Updated • 10.7k • 110 -
ryokamoi/FoVer-FormalLogic-FormalProof-Llama-3.1-8B-LastStepBalanced-40k
Viewer • Updated • 40k • 81 -
ryokamoi/FoVer-FormalLogic-FormalProof-Qwen-2.5-7B-LastStepBalanced-40k
Viewer • Updated • 40k • 73 -
ryokamoi/FoVer-misc
Updated • 131