| | --- |
| | title: Check Git |
| | emoji: 🚀 |
| | colorFrom: red |
| | colorTo: red |
| | sdk: docker |
| | app_port: 8501 |
| | tags: |
| | - streamlit |
| | pinned: false |
| | short_description: Check Git Repos without cloning if its real LLM or fake |
| | license: mit |
| | --- |
| | |
| |
|
| | # Check Git - ML Repo Analyzer |
| |
|
| | Quick tool to detect fake ML training repositories that are just API wrappers. |
| |
|
| | Built for the ["Wall of Shames"](https://github.com/wall-of-shames?view_as=public) community - help save the world from wannabe AI scammers. |
| |
|
| | ## What it does |
| |
|
| | Analyzes GitHub repositories to determine if they contain real machine learning training code or just wrapper scripts calling external APIs (OpenAI, Anthropic, etc). |
| |
|
| | ## Features |
| |
|
| | - Pattern matching analysis (no token required) |
| | - Optional LLM-powered deep analysis using HuggingFace Inference API |
| | - Checks for real training indicators: torch.optim, loss.backward(), custom models |
| | - Detects API wrapper patterns: openai.api, requests.post to APIs |
| | - No data storage, runs entirely client-side |
| |
|
| | ## Usage |
| |
|
| | **Live Demo:** https://huggingface.co/spaces/Alibrown/Check-Git |
| |
|
| | Enter a GitHub repository URL and click Analyze. |
| |
|
| | For LLM-powered analysis, provide your HuggingFace token (free at https://huggingface.co/settings/tokens). |
| |
|
| | ## How it works |
| |
|
| | **Without token:** Uses regex pattern matching to detect training loops and API calls. |
| |
|
| | **With token:** Uses Qwen2.5-Coder-32B on HuggingFace's free inference API for deeper code understanding. |
| |
|
| | ## License |
| |
|
| | Dual-licensed under [MIT](LICENSE) + [ESOL v1.1](ESOL) |
| |
|
| | --- |
| |
|
| | **Built with ❤️ by VolkanSah (AliBrown@HF) for JADE, NCF, RustySafe and the Wall of Shames community** |
| |
|
| | *With assistance from Claude (Anthropic)* |
| |
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| |
|
