| --- |
| license: other |
| license_name: open-data-attribution-training-disclosure-license-odatl-1.0 |
| license_link: LICENSE |
| language: |
| - en |
| tags: |
| - code |
| - synthetic |
| - real-code |
| - github |
| - high-quality |
| - max-code |
| size_categories: |
| - 100M<n<1B |
| - 1B<n<10B |
| - 10B<n<100B |
| --- |
| |
| # High-Quality-Code: Synthetic + Real (MAXIMUM CODE) |
|
|
| A **massive, high-quality code dataset** built with **maximum code philosophy** – as much code as possible. |
|
|
| ## Components |
|
|
| 1. **Synthetic syntax-correction dataset** – 5M+ examples across 33 languages (original `code_syntax_dataset_1GB.csv`) |
| 2. **Real high-quality code from GitHub** – 500 top-starred repositories – **BOTH zips and extracted source** |
|
|
| ## Current Status: IN PROGRESS |
|
|
| - **Target**: 500 repos |
| - **Currently uploaded**: 12 extracted repos in `github_code/` + 6 zips in `github_code_zips/` |
| - **Upload method**: Direct commit to main, zip version (main→master fallback), no size limit, temp files deleted after upload |
| - **Process**: Running in background – final-max-code-uploader |
|
|
| This README will be updated again when 500 is reached. |
|
|
| ## Structure (Maximum Code) |
|
|
| ``` |
| . |
| ├── code_syntax_dataset_1GB.csv # Synthetic: wrong_code, correct_code, explanation, language |
| ├── github_code/ # Real: Extracted source – MAX CODE |
| │ ├── owner__repo/ |
| │ └── ... |
| ├── github_code_zips/ # Real: Original zips – MAX PRESERVATION |
| │ ├── owner__repo.zip |
| │ └── ... |
| └── README.md |
| ``` |
|
|
| - `github_code/` – extracted source code for training (all files, no filtering) |
| - `github_code_zips/` – original zip archives for reproducibility |
|
|
| Both are uploaded for **maximum code**. |
|
|
| ## Top 500 Source |
|
|
| Fetched via GitHub API: `stars:>5000 sort:stars desc` – 500 most-starred repos. |
|
|
| First 50: |
|
|
| - `codecrafters-io/build-your-own-x` |
| - `sindresorhus/awesome` |
| - `public-apis/public-apis` |
| - `freeCodeCamp/freeCodeCamp` |
| - `EbookFoundation/free-programming-books` |
| - `openclaw/openclaw` |
| - `donnemartin/system-design-primer` |
| - `nilbuild/developer-roadmap` |
| - `jwasham/coding-interview-university` |
| - `vinta/awesome-python` |
| - `awesome-selfhosted/awesome-selfhosted` |
| - `obra/superpowers` |
| - `practical-tutorials/project-based-learning` |
| - `996icu/996.ICU` |
| - `mattpocock/skills` |
| - `affaan-m/ECC` |
| - `react/react` |
| - `torvalds/linux` |
| - `NousResearch/hermes-agent` |
| - `trimstray/the-book-of-secret-knowledge` |
| - `TheAlgorithms/Python` |
| - `deepseek-ai/deepseek-harness` |
| - `vuejs/vue` |
| - `multica-ai/andrej-karpathy-skills` |
| - `ossu/computer-science` |
| - `anomalyco/opencode` |
| - `n8n-io/n8n` |
| - `tensorflow/tensorflow` |
| - `DigitalPlatDev/FreeDomain` |
| - `trekhleb/javascript-algorithms` |
| - `ultraworkers/claw-code` |
| - `microsoft/vscode` |
| - `yt-dlp/yt-dlp` |
| - `massgravel/Microsoft-Activation-Scripts` |
| - `ohmyzsh/ohmyzsh` |
| - `Significant-Gravitas/AutoGPT` |
| - `jackfrued/Python-100-Days` |
| - `CyC2018/CS-Notes` |
| - `getify/You-Dont-Know-JS` |
| - `avelino/awesome-go` |
| - `microsoft/markitdown` |
| - `ollama/ollama` |
| - `flutter/flutter` |
| - `firecrawl/firecrawl` |
| - `github/gitignore` |
| - `521xueweihan/HelloGitHub` |
| - `anthropics/skills` |
| - `twbs/bootstrap` |
| - `f/prompts.chat` |
| - `huggingface/transformers` |
|
|
| ... and 450 more. |
|
|
| ## How It Was Built (Maximum Code Philosophy) |
|
|
| ```python |
| # For each repo in top 500: |
| # 1. Try main.zip, then master.zip, plus codeload URLs |
| # 2. NO SIZE LIMIT – even torvalds/linux, freeCodeCamp, etc. |
| # 3. Upload zip to github_code_zips/owner__repo.zip (direct commit) |
| # 4. Extract zip, upload folder to github_code/owner__repo/ (direct commit) |
| # 5. Delete local temp immediately – nothing kept locally |
| # 6. Repeat until 500 |
| ``` |
|
|
| ## Use Cases |
|
|
| - Pre-training LLMs on massive real code |
| - Fine-tuning for code correction (synthetic) |
| - Code generation, completion, understanding |
| - Maximum code = maximum learning |
|
|
| ## Licenses |
|
|
| - Synthetic CSV: ODA-TL v1.0 |
| - Real GitHub code: Respective original licenses (check each repo's LICENSE) |
| - Use responsibly. |
|
|
| ## Links |
|
|
| - Dataset: https://huggingface.co/datasets/Corpus-NZ/High-Quality-Code |
| - In progress – final README will have full stats at 500 repos. |
|
|
| *Built by Corpus-NZ – maximum code, direct commits, no local storage.* |
|
|
