LeanDojo is an open-source platform that is transforming the way we approach theorem proving by integrating the power of LLMs with the Lean proof assistant. This breakthrough offers a rich set of tools, datasets, and benchmarks that are now accessible to researchers and AI enthusiasts alike.
What's in the Spotlight?
LeanDojo's Playground: Discover how LeanDojo has created an interactive environment for theorem proving, akin to a gym where provers can practice, learn, and improve their skills in real-time.
Premise Selection: Learn about the critical role of premise selection in theorem proving and how LeanDojo's meticulously annotated data is addressing this challenge to enhance AI-driven research.
Challenging Data Split: Find out how LeanDojo's novel approach to data splitting ensures that models are truly learning to generalize, rather than just memorizing proofs.
ReProver: Meet the world's first LLM-based theorem prover with retrieval capabilities. ReProver is a game-changer, requiring only a single GPU week of training and outperforming traditional models.
LeanDojo Benchmark: Explore the comprehensive benchmark consisting of nearly 97,000 theorems and proofs, and see how it sets a new standard for evaluating theorem provers.
Human-AI Collaboration: Delve into the future of theorem proving with the LeanDojo ChatGPT plugin, which enables seamless interaction between humans and AI in the realm of formal mathematics.
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Why LeanDojo Matters?
LeanDojo is not just a tool; it's a catalyst for innovation. It's pushing the boundaries of what's possible in mathematical discovery and formalization. With its MIT license, LeanDojo is fostering a collaborative environment that encourages further research and development.
The Future of Theorem Proving
Join us as we explore the endless possibilities that LeanDojo brings to the table. From enhancing human-computer collaboration to unlocking new mathematical insights, LeanDojo is at the forefront of an exciting new era in AI-driven theorem proving.
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