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Kaiyu Yang authored Sep 16, 2023
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Expand Up @@ -38,8 +38,9 @@ Under review, NeurIPS (Datasets and Benchmarks Track), 2023
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| [kaiyuy/leandojo-lean3-tacgen-byt5-small](https://huggingface.co/kaiyuy/leandojo-lean3-tacgen-byt5-small) | ByT5 (encoder-decoder) | LeanDojo Benchmark (Lean 3) | Proof state | Tactic |
| [kaiyuy/leandojo-lean3-retriever-byt5-small](https://huggingface.co/kaiyuy/leandojo-lean3-retriever-byt5-small) | ByT5 (encoder-only) | LeanDojo Benchmark (Lean 3) | Proof state | Embedding |
| [kaiyuy/leandojo-lean4-tacgen-byt5-small](https://huggingface.co/kaiyuy/leandojo-lean4-tacgen-byt5-small) | ByT5 (encoder-decoder) | LeanDojo Benchmark 4 (Lean 4) | Proof state | Tactic |
| [kaiyuy/leandojo-lean3-retriever-tacgen-byt5-small](https://huggingface.co/kaiyuy/leandojo-lean3-retriever-tacgen-byt5-small) | ByT5 (encoder-decoder) | LeanDojo Benchmark (Lean 3) | Retrieved premises + proof state | Tactic |
| [kaiyuy/leandojo-lean4-tacgen-byt5-small](https://huggingface.co/kaiyuy/leandojo-lean4-tacgen-byt5-small) | ByT5 (encoder-decoder) | LeanDojo Benchmark 4 (Lean 4) | Proof state | Tactic |
| [kaiyuy/leandojo-lean4-retriever-byt5-small](https://huggingface.co/kaiyuy/leandojo-lean4-retriever-byt5-small) | ByT5 (encoder-only) | LeanDojo Benchmark (Lean 4) | Proof state | Embedding |

Our trained models are available on HuggingFace Hub. With minimum dependencies (only [PyTorch](https://pytorch.org/) and [HuggingFace Transformers](https://huggingface.co/docs/transformers/index)), you can use our models to perform inference, finetune them on your own data, or plug them into your customized theorem proving pipeline. Below are some examples.

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