High-Quality-Code

@@ -5,98 +5,142 @@ license_link: LICENSE
 language:
 - en
 tags:
-- synthetic
 - code
 size_categories:
 - 100M<n<1B
 ---
-# Code-Syntax-Expanded
-A **massive, high-quality synthetic dataset** for training LLMs to identify and correct syntax errors across **33 programming languages**. Contains **5+ million unique examples** (~1.1 GB) with English explanations – no artificial padding, no duplicate rows.
----
-## 📊 Dataset Overview
-| Property | Value |
-|----------|-------|
-| **Total rows** | 5,000,000+ |
-| **File size** | ~1.1 GB (uncompressed CSV) |
-| **Languages** | 33 |
-| **Unique templates** | 160+ error patterns |
-| **Format** | CSV (4 columns) |
-| **License** | ODA-TL v1.0 |
----
-## 📁 Dataset Structure
-Each row contains:
-| Column | Description |
-|--------|-------------|
-| `wrong_code` | Code snippet containing a syntax error |
-| `correct_code` | Corrected version of the snippet |
-| `explanation` | Concise English explanation of the error and fix |
-| `language` | Programming language (e.g., `Python`, `JavaScript`, `Rust`) |
----
-## 🧠 Languages Covered
-### General Purpose
-Python, JavaScript, TypeScript, Java, C#, C++, Rust, Go, Ruby, PHP, Perl, Swift, Kotlin, R, MATLAB, Scala, Lua, Dart
-### Web Technologies
-HTML, CSS
-### Database
-SQL (MySQL/PostgreSQL-style)
-### Shell & Scripting
-Bash, PowerShell
-### Markup & Configuration
-YAML, JSON, XML, Markdown
-### Backend & Frameworks
-Node.js (Express, fs, JWT, bcrypt, Mongoose)
----
-## 📈 Dataset Statistics
-| Language | Examples (approximate) | Key Error Types |
-|----------|------------------------|-----------------|
-| Python | 350,000+ | Missing colons, indentation, `==` vs `=`, imports |
-| JavaScript | 300,000+ | Missing parentheses, `===` vs `==`, const reassignment |
-| Rust | 200,000+ | Borrow checker, moves, mutable references |
-| Java | 250,000+ | Semicolons, type mismatches, array bounds |
-| SQL | 200,000+ | Missing commas, WHERE typos, quoting |
-| HTML/CSS | 250,000+ | Nesting, self-closing tags, attribute quoting |
-| Others | 3,200,000+ | Language-specific syntax rules |
----
-## 🎯 Use Cases
-- **Fine-tuning LLMs** for code correction and syntax repair
-- **Building code review assistants** that detect common mistakes
-- **Teaching programming** with a massive bank of error/fix examples
-- **Benchmarking** model understanding of language-specific syntax
-- **Creating educational tools** for learning programming languages
----
-## 💡 Example Entries
-| wrong_code | correct_code | explanation | language |
-|------------|--------------|-------------|----------|
-| `if x > 5\n    print('hello')` | `if x > 5:\n    print('hello')` | Colon missing after if. | Python |
-| `console.log('world'` | `console.log('world')` | Close parenthesis. | JavaScript |
-| `let mut x=5; let r1=&mut x; let r2=&mut x;` | `let mut x=5; { let r1=&mut x; } let r2=&mut x;` | Only one mutable borrow allowed. | Rust |
-| `SELECT name age FROM users;` | `SELECT name, age FROM users;` | Missing comma between columns. | SQL |
-| `<p>Hello <b>world!</p></b>` | `<p>Hello <b>world!</b></p>` | Improper nesting of tags. | HTML |
----

 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.*