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---
license: apache-2.0
configs:
- config_name: carleson
data_files:
- split: valid
path: "minictx-valid/carleson.jsonl"
- split: test
path: "minictx-test/carleson.jsonl"
- config_name: ConNF
data_files:
- split: valid
path: "minictx-valid/ConNF.jsonl"
- split: test
path: "minictx-test/ConNF.jsonl"
- config_name: FLT
data_files:
- split: valid
path: "minictx-valid/FLT.jsonl"
- split: test
path: "minictx-test/FLT.jsonl"
- config_name: foundation
data_files:
- split: valid
path: "minictx-valid/foundation.jsonl"
- split: test
path: "minictx-test/foundation.jsonl"
- config_name: HepLean
data_files:
- split: valid
path: "minictx-valid/HepLean.jsonl"
- split: test
path: "minictx-test/HepLean.jsonl"
- config_name: mathlib
data_files:
- split: valid
path: "minictx-valid/mathlib.jsonl"
- split: test
path: "minictx-test/mathlib.jsonl"
- config_name: Seymour
data_files:
- split: valid
path: "minictx-valid/Seymour.jsonl"
- split: test
path: "minictx-test/Seymour.jsonl"
---
miniCTX-v2 is a context-rich dataset for evaluation of neural theorem proving under a more realistic scenario.
miniCTX-v2 is an updated version of miniCTX with new theorems extracted after a more recent cutoff date of November 28, 2024.
See our [project page](https://cmu-l3.github.io/minictx/) for more details.
## Example Entry
An entry in the miniCTX dataset consists of the theorem statement, preceding file contents, and metadata information. For example, given the following theorem `s_eq_pow_two` in context:
```lean
import Mathlib.Data.Real.Basic
/-!
# Square function
We define the squaring function `s : ℝ → ℝ` to be `s x := x * x`.
-/
def s (x : ℝ) : ℝ := x * x
lemma s_eq_pow_two {x : ℝ} : s x = x ^ 2 := by
rw [s, pow_two]
```
The problem is formatted in JSON as follows:
```json
{
# Preceding file content
"srcContext": "import Mathlib.Data.Real.Basic\n\n/-!\n# Square function\nWe define the squaring function `s : ℝ → ℝ` to be `s x := x * x`.\n-/\n\ndef s (x : ℝ) : ℝ := x * x\n\n",
# Theorem statement
"theoremStatement": "lemma s_eq_pow_two {x : ℝ} : s x = x ^ 2",
# Fully qualified theorem name
"theoremName": "s_eq_pow_two",
# Temporal metadata
"fileCreated": {"commit":"(git commit)", "date":"(date the commit is updated)"},
"theoremCreated": {"commit":"(git commit)", "date":"(date the commit is updated)"},
# Source metadata
"file": "MyProject/Square.lean",
"module": "MyProject.Square",
"positionMetadata": {
# Line number the theorem is on
"lineInFile": 10,
# Number of tokens before the theorem
"tokenPositionInFile": 152,
# Number of premises (definitions, theorems) before the theorem
"theoremPositionInFile": 1
},
# Dependency metadata
"dependencyMetadata": {
# Number of definitions or lemmas defined in this file that the theorem uses
"inFilePremises": true,
"numInFilePremises": 1,
# Number of definitions or lemmas defined in this repository that the theorem uses (including in-file ones)
"repositoryPremises": true
"numRepositoryPremises": 1,
# Number of total premises (in file, repository, or otherwise)
"numPremises": 2,
},
# Proof metadata
"proofMetadata": {
"hasProof": true,
"proof": "by\n rw [s, pow_two]",
"proofType": "tactic",
"proofLengthLines": 2,
"proofLengthTokens": 20
}
}
```
### Description of Each Entry
- **srcContext**: The context of the source file preceding the theorem, including imports and relevant definitions. This provides necessary background to understand the theorem.
- **theoremStatement**: The statement of the theorem being proved.
- **theoremName**: The name of the theorem.
- **fileCreated**: The git commit hash indicating when the file was created.
- **theoremCreated**: The git commit hash indicating when the theorem was added.
- **file**: The name of the file containing the theorem.
- **positionMetadata**:
- **lineInFile**: The line number in the file where the theorem is located.
- **tokenPositionInFile**: The number of tokens in the file before the theorem starts.
- **theoremPositionInFile**: The number of premises (definitions, theorems) before the theorem in the file.
- **dependencyMetadata**:
- **inFilePremises**: Indicates whether the theorem uses definitions or lemmas defined in the same file.
- **numInFilePremises**: The number of definitions or lemmas from the same file that the theorem relies on.
- **repositoryPremises**: Indicates whether the theorem uses definitions or lemmas defined in another file within the same repository.
- **numRepositoryPremises**: The total number of definitions or lemmas from the repository (including the current file) that the theorem depends on.
- **numPremises**: The total number of premises the theorem depends on, regardless of whether they are from the same file, the repository, or external sources.
- **proofMetadata**:
- **hasProof**: Indicates whether the theorem has a proof.
- **proof**: The proof of the theorem.
- **proofType**: The type of proof, term proof or tactic proof.
- **proofLengthLines**: The length of the proof in lines.
- **proofLengthTokens**: The length of the proof in tokens.
In addition to individual entries, we also provide the link and git commit version of each split for evaluation:
- Carleson: https://github.com/fpvandoorn/carleson, commit a5d265f109105809de4aaff16776b7c16b1c0bd5
- ConNF: https://github.com/leanprover-community/con-nf, commit 51c38ad244870b8b1f40b8272b281678397dfa4f
- FLT: https://github.com/ImperialCollegeLondon/FLT, commit 4a97c893071433d0d39cbf5261d0877f864c2189
- Foundation: https://github.com/FormalizedFormalLogic/Foundation, commit 54324e6e009f0d0a288897312d3feb1c0165ad19
- HepLean: https://github.com/HEPLean/PhysLean, commit fe082d93c2775beee6634b24b34c8482a02ba8a8
- Mathlib: https://github.com/leanprover-community/mathlib4, tag v4.16.0
- Seymour: https://github.com/Ivan-Sergeyev/seymour, commit 27c0384977032b693daca8c4fcfc5cc274e1f2d6
miniCTX-v2 uses Lean version v4.16.0.
## Citation
Please cite:
```
@article{hu2024minictx,
title={miniCTX: Neural Theorem Proving with (Long-) Contexts},
author={Hu, Jiewen and Zhu, Thomas and Welleck, Sean},
journal={arXiv preprint arXiv:2408.03350},
year={2024}
}
``` |