128k context windows + code specific were the deciding factors, and 32B caught a lot more than 7B!

The app comes with a bunch of pre-reviewed apps/Spaces, great to see how many process data locally or through (private) HF endpoints 🤗

Note that this is a POC, lots of exciting work to do to make it more robust, so:
- try it: hf.co/spaces/yjern...
- reach out to collab: hf.co/spaces/yjern...

4/4 🧵

The app works in three stages:
1. Download all code files
2. Use the Code LM to generate a detailed report pointing to code where data is transferred/(AI-)processed (screen 1)
3. Summarize the app's main functionality and data journeys (screen 2)
4. Build a Privacy TLDR with those inputs

3/4 🧵

That requires actually reading the code though, which isn't always easy or quick!
Good news: code LMs have gotten pretty good at automatic review, so we can offload some of the work - here I'm using Qwen2.5-Coder to generate reports and it works pretty OK, have a look 👇
hf.co/spaces/yjern...

2/4 🧵