---
language:
- en
license: cc-by-sa-4.0
size_categories:
- 10B<n<100B
task_categories:
- text-generation
- question-answering
pretty_name: AutoMathText
configs:
- config_name: web-0.50-to-1.00
data_files:
- split: train
path:
- data/web/0.95-1.00.jsonl
- data/web/0.90-0.95.jsonl
- data/web/0.85-0.90.jsonl
- data/web/0.80-0.85.jsonl
- data/web/0.75-0.80.jsonl
- data/web/0.70-0.75.jsonl
- data/web/0.65-0.70.jsonl
- data/web/0.60-0.65.jsonl
- data/web/0.55-0.60.jsonl
- data/web/0.50-0.55.jsonl
default: true
- config_name: web-0.60-to-1.00
data_files:
- split: train
path:
- data/web/0.95-1.00.jsonl
- data/web/0.90-0.95.jsonl
- data/web/0.85-0.90.jsonl
- data/web/0.80-0.85.jsonl
- data/web/0.75-0.80.jsonl
- data/web/0.70-0.75.jsonl
- data/web/0.65-0.70.jsonl
- data/web/0.60-0.65.jsonl
- config_name: web-0.70-to-1.00
data_files:
- split: train
path:
- data/web/0.95-1.00.jsonl
- data/web/0.90-0.95.jsonl
- data/web/0.85-0.90.jsonl
- data/web/0.80-0.85.jsonl
- data/web/0.75-0.80.jsonl
- data/web/0.70-0.75.jsonl
- data/web/0.65-0.70.jsonl
- data/web/0.60-0.65.jsonl
- config_name: web-0.80-to-1.00
data_files:
- split: train
path:
- data/web/0.95-1.00.jsonl
- data/web/0.90-0.95.jsonl
- data/web/0.85-0.90.jsonl
- data/web/0.80-0.85.jsonl
- config_name: web-full
data_files: data/web/*.jsonl
- config_name: arxiv-0.50-to-1.00
data_files:
- split: train
path:
- data/arxiv/0.90-1.00/*.jsonl
- data/arxiv/0.80-0.90/*.jsonl
- data/arxiv/0.70-0.80/*.jsonl
- data/arxiv/0.60-0.70/*.jsonl
- data/arxiv/0.50-0.60/*.jsonl
- config_name: arxiv-0.60-to-1.00
data_files:
- split: train
path:
- data/arxiv/0.90-1.00/*.jsonl
- data/arxiv/0.80-0.90/*.jsonl
- data/arxiv/0.70-0.80/*.jsonl
- data/arxiv/0.60-0.70/*.jsonl
- config_name: arxiv-0.70-to-1.00
data_files:
- split: train
path:
- data/arxiv/0.90-1.00/*.jsonl
- data/arxiv/0.80-0.90/*.jsonl
- data/arxiv/0.70-0.80/*.jsonl
- config_name: arxiv-0.80-to-1.00
data_files:
- split: train
path:
- data/arxiv/0.90-1.00/*.jsonl
- data/arxiv/0.80-0.90/*.jsonl
- config_name: arxiv-full
data_files:
- split: train
path:
- data/arxiv/0.90-1.00/*.jsonl
- data/arxiv/0.80-0.90/*.jsonl
- data/arxiv/0.70-0.80/*.jsonl
- data/arxiv/0.60-0.70/*.jsonl
- data/arxiv/0.50-0.60/*.jsonl
- data/arxiv/0.00-0.50/*.jsonl
- config_name: code-0.50-to-1.00
data_files:
- split: train
path:
- data/code/agda/0.95-1.00.jsonl
- data/code/agda/0.90-0.95.jsonl
- data/code/agda/0.85-0.90.jsonl
- data/code/agda/0.80-0.85.jsonl
- data/code/agda/0.75-0.80.jsonl
- data/code/agda/0.70-0.75.jsonl
- data/code/agda/0.65-0.70.jsonl
- data/code/agda/0.60-0.65.jsonl
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- data/code/agda/0.50-0.55.jsonl
- data/code/c/0.95-1.00.jsonl
- data/code/c/0.90-0.95.jsonl
- data/code/c/0.85-0.90.jsonl
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- data/code/c/0.75-0.80.jsonl
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- data/code/c/0.50-0.55.jsonl
- data/code/cpp/0.95-1.00.jsonl
- data/code/cpp/0.90-0.95.jsonl
- data/code/cpp/0.85-0.90.jsonl
- data/code/cpp/0.80-0.85.jsonl
- data/code/cpp/0.75-0.80.jsonl
- data/code/cpp/0.70-0.75.jsonl
- data/code/cpp/0.65-0.70.jsonl
- data/code/cpp/0.60-0.65.jsonl
- data/code/cpp/0.55-0.60.jsonl
- data/code/cpp/0.50-0.55.jsonl
- data/code/fortran/0.95-1.00.jsonl
- data/code/fortran/0.90-0.95.jsonl
- data/code/fortran/0.85-0.90.jsonl
- data/code/fortran/0.80-0.85.jsonl
- data/code/fortran/0.75-0.80.jsonl
- data/code/fortran/0.70-0.75.jsonl
- data/code/fortran/0.65-0.70.jsonl
- data/code/fortran/0.60-0.65.jsonl
- data/code/fortran/0.55-0.60.jsonl
- data/code/fortran/0.50-0.55.jsonl
- data/code/gap/0.95-1.00.jsonl
- data/code/gap/0.90-0.95.jsonl
- data/code/gap/0.85-0.90.jsonl
- data/code/gap/0.80-0.85.jsonl
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- data/code/gap/0.60-0.65.jsonl
- data/code/gap/0.55-0.60.jsonl
- data/code/gap/0.50-0.55.jsonl
- data/code/github-coq-train/0.95-1.00.jsonl
- data/code/github-coq-train/0.90-0.95.jsonl
- data/code/github-coq-train/0.85-0.90.jsonl
- data/code/github-coq-train/0.80-0.85.jsonl
- data/code/github-coq-train/0.75-0.80.jsonl
- data/code/github-coq-train/0.70-0.75.jsonl
- data/code/github-coq-train/0.65-0.70.jsonl
- data/code/github-coq-train/0.60-0.65.jsonl
- data/code/github-coq-train/0.55-0.60.jsonl
- data/code/github-coq-train/0.50-0.55.jsonl
- data/code/github-isabelle-train/0.95-1.00.jsonl
- data/code/github-isabelle-train/0.90-0.95.jsonl
- data/code/github-isabelle-train/0.85-0.90.jsonl
- data/code/github-isabelle-train/0.80-0.85.jsonl
- data/code/github-isabelle-train/0.75-0.80.jsonl
- data/code/github-isabelle-train/0.70-0.75.jsonl
- data/code/github-isabelle-train/0.65-0.70.jsonl
- data/code/github-isabelle-train/0.60-0.65.jsonl
- data/code/github-isabelle-train/0.55-0.60.jsonl
- data/code/github-isabelle-train/0.50-0.55.jsonl
- data/code/github-lean-train/0.95-1.00.jsonl
- data/code/github-lean-train/0.90-0.95.jsonl
- data/code/github-lean-train/0.85-0.90.jsonl
- data/code/github-lean-train/0.80-0.85.jsonl
- data/code/github-lean-train/0.75-0.80.jsonl
- data/code/github-lean-train/0.70-0.75.jsonl
- data/code/github-lean-train/0.65-0.70.jsonl
- data/code/github-lean-train/0.60-0.65.jsonl
- data/code/github-lean-train/0.55-0.60.jsonl
- data/code/github-lean-train/0.50-0.55.jsonl
- data/code/github-MATLAB-train/0.95-1.00.jsonl
- data/code/github-MATLAB-train/0.90-0.95.jsonl
- data/code/github-MATLAB-train/0.85-0.90.jsonl
- data/code/github-MATLAB-train/0.80-0.85.jsonl
- data/code/github-MATLAB-train/0.75-0.80.jsonl
- data/code/github-MATLAB-train/0.70-0.75.jsonl
- data/code/github-MATLAB-train/0.65-0.70.jsonl
- data/code/github-MATLAB-train/0.60-0.65.jsonl
- data/code/github-MATLAB-train/0.55-0.60.jsonl
- data/code/github-MATLAB-train/0.50-0.55.jsonl
- data/code/haskell/0.95-1.00.jsonl
- data/code/haskell/0.90-0.95.jsonl
- data/code/haskell/0.85-0.90.jsonl
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- data/code/idris/0.80-0.85.jsonl
- data/code/idris/0.75-0.80.jsonl
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- data/code/idris/0.55-0.60.jsonl
- data/code/idris/0.50-0.55.jsonl
- data/code/isa_proofsteps/0.95-1.00.jsonl
- data/code/isa_proofsteps/0.90-0.95.jsonl
- data/code/isa_proofsteps/0.85-0.90.jsonl
- data/code/isa_proofsteps/0.80-0.85.jsonl
- data/code/isa_proofsteps/0.75-0.80.jsonl
- data/code/isa_proofsteps/0.70-0.75.jsonl
- data/code/isa_proofsteps/0.65-0.70.jsonl
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- data/code/julia/0.95-1.00.jsonl
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- data/code/julia/0.50-0.55.jsonl
- data/code/jupyter-notebook/0.95-1.00.jsonl
- data/code/jupyter-notebook/0.90-0.95.jsonl
- data/code/jupyter-notebook/0.85-0.90.jsonl
- data/code/jupyter-notebook/0.80-0.85.jsonl
- data/code/jupyter-notebook/0.75-0.80.jsonl
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- data/code/jupyter-notebook/0.60-0.65.jsonl
- data/code/jupyter-notebook/0.55-0.60.jsonl
- data/code/jupyter-notebook/0.50-0.55.jsonl
- data/code/lean_proofsteps/0.95-1.00.jsonl
- data/code/lean_proofsteps/0.90-0.95.jsonl
- data/code/lean_proofsteps/0.85-0.90.jsonl
- data/code/lean_proofsteps/0.80-0.85.jsonl
- data/code/lean_proofsteps/0.75-0.80.jsonl
- data/code/lean_proofsteps/0.70-0.75.jsonl
- data/code/lean_proofsteps/0.65-0.70.jsonl
- data/code/lean_proofsteps/0.60-0.65.jsonl
- data/code/lean_proofsteps/0.55-0.60.jsonl
- data/code/lean_proofsteps/0.50-0.55.jsonl
- data/code/maple/0.95-1.00.jsonl
- data/code/maple/0.90-0.95.jsonl
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- data/code/maple/0.80-0.85.jsonl
- data/code/maple/0.75-0.80.jsonl
- data/code/maple/0.70-0.75.jsonl
- data/code/maple/0.65-0.70.jsonl
- data/code/maple/0.60-0.65.jsonl
- data/code/maple/0.55-0.60.jsonl
- data/code/maple/0.50-0.55.jsonl
- data/code/python/0.95-1.00.jsonl
- data/code/python/0.90-0.95.jsonl
- data/code/python/0.85-0.90.jsonl
- data/code/python/0.80-0.85.jsonl
- data/code/python/0.75-0.80.jsonl
- data/code/python/0.70-0.75.jsonl
- data/code/python/0.65-0.70.jsonl
- data/code/python/0.60-0.65.jsonl
- data/code/python/0.55-0.60.jsonl
- data/code/python/0.50-0.55.jsonl
- data/code/r/0.95-1.00.jsonl
- data/code/r/0.90-0.95.jsonl
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- data/code/r/0.80-0.85.jsonl
- data/code/r/0.75-0.80.jsonl
- data/code/r/0.70-0.75.jsonl
- data/code/r/0.65-0.70.jsonl
- data/code/r/0.60-0.65.jsonl
- data/code/r/0.55-0.60.jsonl
- data/code/r/0.50-0.55.jsonl
- data/code/tex/0.95-1.00.jsonl
- data/code/tex/0.90-0.95.jsonl
- data/code/tex/0.85-0.90.jsonl
- data/code/tex/0.80-0.85.jsonl
- data/code/tex/0.75-0.80.jsonl
- data/code/tex/0.70-0.75.jsonl
- data/code/tex/0.65-0.70.jsonl
- data/code/tex/0.60-0.65.jsonl
- data/code/tex/0.55-0.60.jsonl
- data/code/tex/0.50-0.55.jsonl
- config_name: code-python-0.50-to-1.00
data_files:
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path:
- data/code/python/0.95-1.00.jsonl
- data/code/python/0.90-0.95.jsonl
- data/code/python/0.85-0.90.jsonl
- data/code/python/0.80-0.85.jsonl
- data/code/python/0.75-0.80.jsonl
- data/code/python/0.70-0.75.jsonl
- data/code/python/0.65-0.70.jsonl
- data/code/python/0.60-0.65.jsonl
- data/code/python/0.55-0.60.jsonl
- data/code/python/0.50-0.55.jsonl
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data_files:
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- data/code/python/0.90-0.95.jsonl
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- data/code/python/0.90-0.95.jsonl
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tags:
- mathematical-reasoning
- reasoning
- finetuning
- pretraining
- llm
---
# AutoMathText
**AutoMathText** is an extensive and carefully curated dataset encompassing around **200 GB** of mathematical texts. It's a compilation sourced from a diverse range of platforms including various websites, arXiv, and GitHub (OpenWebMath, RedPajama, Algebraic Stack). This rich repository has been **autonomously selected (labeled) by the state-of-the-art open-source language model**, Qwen-72B. Each piece of content in the dataset is assigned **a score `lm_q1q2_score` within the range of [0, 1]**, reflecting its relevance, quality and educational value in the context of mathematical intelligence.
GitHub homepage: https://github.com/yifanzhang-pro/AutoMathText
ArXiv paper: https://huggingface.co/papers/2402.07625
## Objective
The primary aim of the **AutoMathText** dataset is to provide a comprehensive and reliable resource for a wide array of users - from academic researchers and educators to AI practitioners and mathematics enthusiasts. This dataset is particularly geared towards:
- Facilitating advanced research in **the intersection of mathematics and artificial intelligence**.
- Serving as an educational tool for **learning and teaching complex mathematical concepts**.
- Providing **a foundation for developing and training AI models** specialized in processing and understanding **mathematical content**.
## Configs
```YAML
configs:
- config_name: web-0.50-to-1.00
data_files:
- split: train
path:
- data/web/0.95-1.00.jsonl
- data/web/0.90-0.95.jsonl
- ...
- data/web/0.50-0.55.jsonl
default: true
- config_name: web-0.60-to-1.00
- config_name: web-0.70-to-1.00
- config_name: web-0.80-to-1.00
- config_name: web-full
data_files: data/web/*.jsonl
- config_name: arxiv-0.50-to-1.00
data_files:
- split: train
path:
- data/arxiv/0.90-1.00/*.jsonl
- ...
- data/arxiv/0.50-0.60/*.jsonl
- config_name: arxiv-0.60-to-1.00
- config_name: arxiv-0.70-to-1.00
- config_name: arxiv-0.80-to-1.00
- config_name: arxiv-full
data_files: data/arxiv/*/*.jsonl
- config_name: code-0.50-to-1.00
data_files:
- split: train
path:
- data/code/*/0.95-1.00.jsonl
- ...
- data/code/*/0.50-0.55.jsonl
- config_name: code-python-0.50-to-1.00
- split: train
path:
- data/code/python/0.95-1.00.jsonl
- ...
- data/code/python/0.50-0.55.jsonl
- config_name: code-