metadata
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. For the community "Wall of Shames"
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
Enter a GitHub repository URL and click Analyze.
For LLM 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
MIT + ESOL v 1.0
By VolkanSah aka AliBrown@HF