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We present LLMSTEP, a tool for integrating a language model into the Lean proof assistant.
The isabelle framework
Makarius Wenzel, Lawrence C Paulson, and Tobias Nipkow · 2008
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The lean theorem prover (system description)
Leonardo de Moura, Soonho Kong, Jeremy Avigad, Floris Van Doorn, and Jakob von Raumer · 2015
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QED at large: A survey of engineering of formally verified software
Talia Ringer, Karl Palmskog, Ilya Sergey, Milos Gligoric, and Zachary Tatlock · 2019
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The coq proof assistant, oct 2019
The Coq Development Team · 2019
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The lean mathematical library
mathlib · 2020
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Generative language modeling for automated theorem proving, 2020
Stanislas Polu and Ilya Sutskever · 2020
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Proof artifact co-training for theorem proving with language models
Jesse Michael Han, Jason Rute, Yuhuai Wu, Edward Ayers, and Stanislas Polu · 2022
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Formal mathematics statement curriculum learning, 2022
Stanislas Polu, Jesse Michael Han, Kunhao Zheng, Mantas Baksys, Igor Babuschkin, and Ilya Sutskever · 2022
Cited alongside, same era.
Proofster: Automated Formal Verification
Arpan Agrawal, Emily First, Zhanna Kaufman, Tom Reichel, Shizhuo Zhang, Timothy Zhou, Alex Sanchez-Stern, Talia Ringer, and Yuriy Brun · 2023
Cited alongside, same era.
Mathematics and the formal turn
Jeremy Avigad · 2023
Cited alongside, same era.
Llemma: An open language model for mathematics
Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, Marco Dos Santos, Stephen McAleer, Albert Q. Jiang, Jia Deng, Stella Biderman, and Sean Welleck · 2023
Cited alongside, same era.
Pythia: A suite for analyzing large language models across training and scaling
Stella Rose Biderman, Hailey Schoelkopf, Quentin G. Anthony, Herbie Bradley, Kyle O’Brien, Eric Hallahan, Mohammad Aflah Khan, Shivanshu Purohit, Usvsn Sai Prashanth, Edward Raff, Aviya Skowron, Lintang Sutawika, and Oskar van der Wal · 2023
Efficient memory management for large language model serving with pagedattention
Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph E. Gonzalez, Hao Zhang, and Ion Stoica · 2023
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Leaninfer: Neural network inference in lean 4
Peiyang Song, Kaiyu Yang, and Anima Anandkumar · 2023
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A language-agent approach to formal theorem-proving
Amitayush Thakur, Yeming Wen, and Swarat Chaudhuri · 2023
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Neural theorem proving tutorial
Sean Welleck · 2023
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Leandojo benchmark 4, jun 2023
Kaiyu Yang · 2023
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LeanDojo: Theorem proving with retrieval-augmented language models
Kaiyu Yang, Aidan Swope, Alex Gu, Rahul Chalamala, Peiyang Song, Shixing Yu, Saad Godil, Ryan Prenger, and Anima Anandkumar · 2023
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Cited alongside, same era.
Baldur: Whole-proof generation and repair with large language models, 2023
Emily First, Markus N. Rabe, Talia Ringer, and Yuriy Brun · 2023
Cited alongside, same era.
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