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NIONGOLO Chrys Fé-Marty PRO

Svngoku
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AI & ML interests

African Culture, LLM, Fine-tuning & Quantization and i love experimenting Agentic RAGs & building synthetic datas

Recent Activity

reacted to albertvillanova's post with 🤗 about 1 hour ago
🚀 New smolagents update: Safer Local Python Execution! 🦾🐍 With the latest release, we've added security checks to the local Python interpreter: every evaluation is now analyzed for dangerous builtins, modules, and functions. 🔒 Here's why this matters & what you need to know! 🧵👇 1️⃣ Why is local execution risky? ⚠️ AI agents that run arbitrary Python code can unintentionally (or maliciously) access system files, run unsafe commands, or exfiltrate data. 2️⃣ New Safety Layer in smolagents 🛡️ We now inspect every return value during execution: ✅ Allowed: Safe built-in types (e.g., numbers, strings, lists) ⛔ Blocked: Dangerous functions/modules (e.g., os.system, subprocess, exec, shutil) 3️⃣ Immediate Benefits 💡 - Prevent agents from accessing unsafe builtins - Block unauthorized file or network access - Reduce accidental security vulnerabilities 4️⃣ Security Disclaimer ⚠️ 🚨 Despite these improvements, local Python execution is NEVER 100% safe. 🚨 If you need true isolation, use a remote sandboxed executor like Docker or E2B. 5️⃣ The Best Practice: Use Sandboxed Execution 🔐 For production-grade AI agents, we strongly recommend running code in a Docker or E2B sandbox to ensure complete isolation. 6️⃣ Upgrade Now & Stay Safe! 🚀 Check out the latest smolagents release and start building safer AI agents today. 🔗 https://github.com/huggingface/smolagents What security measures do you take when running AI-generated code? Let’s discuss! 👇 #AI #smolagents #Python #Security
upvoted a paper about 1 hour ago
ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding
reacted to clem's post with ❤️ about 8 hours ago
10,000+ models based on Deepseek R1 have been publicly shared on Hugging Face! Which ones are your favorite ones: https://huggingface.co/models?sort=trending&search=r1. Truly game-changer!
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Articles 1

Article
1

Building an African Cultural Dataset with SmoLAgents: Experimental

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