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Community efforts from the HuggingFace H4 team.

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rmahesh  authored a paper 23 days ago
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
rmahesh  authored a paper 23 days ago
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
rmahesh  authored a paper 23 days ago
Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA
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yjernite 
posted an update 1 day ago
rmahesh 
authored 3 papers 23 days ago
Shayne 
authored a paper about 2 months ago
natolambert 
authored a paper about 2 months ago
yjernite 
posted an update 2 months ago
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3356
Today in Privacy & AI Tooling - introducing a nifty new tool to examine where data goes in open-source apps on 🤗

HF Spaces have tons (100Ks!) of cool demos leveraging or examining AI systems - and because most of them are OSS we can see exactly how they handle user data 📚🔍

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 Qwen/Qwen2.5-Coder-32B-Instruct to generate reports and it works pretty OK 🙌

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

It 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: yjernite/space-privacy
- reach out to collab: yjernite/space-privacy
edbeeching 
authored a paper 3 months ago
yjernite 
authored a paper 4 months ago
Shayne 
authored a paper 5 months ago
yjernite 
posted an update 5 months ago
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2425
🤗👤 💻 Speaking of AI agents ...
...Is easier with the right words ;)

My colleagues @meg @evijit @sasha and @giadap just published a wonderful blog post outlining some of the main relevant notions with their signature blend of value-informed and risk-benefits contrasting approach. Go have a read!

https://huggingface.co/blog/ethics-soc-7
natolambert 
authored 9 papers 5 months ago