This is the final Self-play Theorem Prover model as described in the paper https://arxiv.org/abs/2502.00212. The training and evalution code is avaliable here. The table below compares the pass@3200 performance of STP (our model) and DeepSeek-Prover-V1.5 on miniF2F-test and ProofNet-test. We also release the dataset here, which contains: — Extracted examples from mathlib4, — Generated correct proofs of statements in LeanWorkbook, — Generated correct proofs of conjectures proposed by our model during self-play training. Our final model is finetuned from DeepSeek-Prover-V1.5-SFT with this dataset for 1 epoch.
Модальности:
Генерация текста
Области применения:
Диалог / чат
Задача: Генерация текста
Автор: kfdong
Теги: llama, conversational, text-generation-inference, endpoints_compatible
Лайков: 3 | Загрузок: 33
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
