REAL-Prover

Introduction

This repository contains the codebase for REAL-Prover, a retrieval-augmented stepwise theorem prover built on Lean 4.

Content

LeanSearch-PS

See the detailed documentation in LeanSearch-PS/README.md.

Jixia-interactive

Jixia:
A foundational library used in REAL-Prover.
Repository: https://github.com/frenzymath/jixia

git clone https://github.com/frenzymath/jixia
cd jixia
lake build

Interactive:
Provides interactive tactics and proof state.
Repository: https://github.com/frenzymath/interactive

git clone https://github.com/frenzymath/interactive
cd interactive
lake build

REAL-Prover

See Realprover/README.md for usage and implementation details. The trained model is available on Hugging Face: REAL-Prover

FATE-M Dataset

The FATE-M dataset is located at Realprover/data/fate_m.jsonl.

Data

We collected around 50k state–tactic pairs, available in this dataset: https://huggingface.co/datasets/FrenzyMath/state_tactic_pairs