Benhao Tang PRO

benhaotang

AI & ML interests

Physics Master student in theoretical particle physics at Universität Heidelberg, actively looking into the possibilities of integrating AI into future physics research.

Recent Activity

reacted to albertvillanova's post with 👍 about 23 hours 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

liked a model 3 days ago

deepseek-ai/DeepSeek-R1

liked a model 4 days ago

Qwen/QwQ-32B

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benhaotang's activity

New activity in huggingface/HuggingDiscussions about 1 month ago

[FEEDBACK] Inference Providers

#49 opened about 2 months ago by

julien-c

New activity in benhaotang/phi4-qwq-sky-t1 about 2 months ago

Adding Evaluation Results

#2 opened about 2 months ago by

benhaotang

New activity in deepseek-ai/DeepSeek-R1-Distill-Qwen-32B about 2 months ago

What temp are these expected to be used at?

#6 opened about 2 months ago by

rombodawg

New activity in benhaotang/phi4-qwq-sky-t1 about 2 months ago

Correctness of the example question in HF space

#1 opened about 2 months ago by

benhaotang

New activity in benhaotang/try-out-phi4-qwq-sky-t1 about 2 months ago

Correctness on the example question

#1 opened about 2 months ago by

benhaotang

New activity in benhaotang/Rombos-Coder-V2.5-Qwen-7b-GGUF_cline 3 months ago

Is this LLM trained for the Cline exstension in VSC?

#1 opened 3 months ago by

dadadies

New activity in benhaotang/tryout_mistral-small-physics-finetuned 3 months ago

Interesting...

#1 opened 3 months ago by deleted

New activity in mradermacher/model_requests 4 months ago

ehristoforu/Gixtral-100B

#410 opened 4 months ago by

benhaotang

ehristoforu/Gixtral-100B

#410 opened 4 months ago by

benhaotang