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albertvillanova 

posted an update 13 days ago

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Latest smolagents release supports GPT-5: build agents that think, plan, and act.
⚡ Upgrade now and put GPT-5 to work!

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albertvillanova 

posted an update 14 days ago

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🚀 smolagents v1.21.0 is here!
Now with improved safety in the local Python executor: dunder calls are blocked!
⚠️ Still, not fully isolated: for untrusted code, use a remote executor instead: Docker, E2B, Wasm.
✨ Many bug fixes: more reliable code.
👉 https://github.com/huggingface/smolagents/releases/tag/v1.21.0

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sagot 

updated 3 datasets 19 days ago

oscar-corpus/OSCAR-2109

Updated 19 days ago • 1.2k • 41

oscar-corpus/OSCAR-2201

Updated 19 days ago • 1.39k • 122

oscar-corpus/OSCAR-2301

Updated 19 days ago • 12.4k • 162

albertvillanova 

posted an update about 1 month ago

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608

🚀 New in smolagents v1.20.0: Remote Python Execution via WebAssembly (Wasm)

We've just merged a major new capability into the smolagents framework: the CodeAgent can now execute Python code remotely in a secure, sandboxed WebAssembly environment!

🔧 Powered by Pyodide and Deno, this new WasmExecutor lets your agent-generated Python code run safely: without relying on Docker or local execution.

Why this matters:
✅ Isolated execution = no host access
✅ No need for Python on the user's machine
✅ Safer evaluation of arbitrary code
✅ Compatible with serverless / edge agent workloads
✅ Ideal for constrained or untrusted environments

This is just the beginning: a focused initial implementation with known limitations. A solid MVP designed for secure, sandboxed use cases. 💡

💡 We're inviting the open-source community to help evolve this executor:
• Tackle more advanced Python features
• Expand compatibility
• Add test coverage
• Shape the next-gen secure agent runtime

🔗 Check out the PR: https://github.com/huggingface/smolagents/pull/1261

Let's reimagine what agent-driven Python execution can look like: remote-first, wasm-secure, and community-built.

This feature is live in smolagents v1.20.0!
Try it out.
Break things. Extend it. Give us feedback.
Let's build safer, smarter agents; together 🧠⚙️

👉 https://github.com/huggingface/smolagents/releases/tag/v1.20.0

#smolagents #WebAssembly #Python #AIagents #Pyodide #Deno #OpenSource #HuggingFace #AgenticAI

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albertvillanova 

posted an update 2 months ago

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🚀 SmolAgents v1.19.0 is live!
This release brings major improvements to agent flexibility, UI usability, streaming architecture, and developer experience: making it easier than ever to build smart, interactive AI agents. Here's what's new:

🔧 Agent Upgrades
- Support for managed agents in ToolCallingAgent
- Context manager support for cleaner agent lifecycle handling
- Output formatting now uses XML tags for consistency

🖥️ UI Enhancements
- GradioUI now supports reset_agent_memory: perfect for fresh starts in dev & demos.

🔄 Streaming Refactor
- Streaming event aggregation moved off the Model class
- ➡️ Better architecture & maintainability

📦 Output Tracking
- CodeAgent outputs are now stored in ActionStep
- ✅ More visibility and structure to agent decisions

🐛 Bug Fixes
- Smarter planning logic
- Cleaner Docker logs
- Better prompt formatting for additional_args
- Safer internal functions and final answer matching

📚 Docs Improvements
- Added quickstart examples with tool usage
- One-click Colab launch buttons
- Expanded reference docs (AgentMemory, GradioUI docstrings)
- Fixed broken links and migrated to .md format

🔗 Full release notes:
https://github.com/huggingface/smolagents/releases/tag/v1.19.0

💬 Try it out, explore the new features, and let us know what you build!

#smolagents #opensource #AIagents #LLM #HuggingFace

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mbrack 

authored a paper 2 months ago

How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions

Paper • 2506.16679 • Published Jun 20 • 1

mbrack 

authored 11 papers 3 months ago

Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations

Paper • 2303.09289 • Published Mar 16, 2023 • 2

Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge

Paper • 2309.11575 • Published Sep 20, 2023

MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation

Paper • 2305.15296 • Published May 24, 2023 • 1

Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?

Paper • 2305.18398 • Published May 28, 2023 • 2

Does CLIP Know My Face?

Paper • 2209.07341 • Published Sep 15, 2022 • 1

Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis

Paper • 2209.08891 • Published Sep 19, 2022 • 2

The Stable Artist: Steering Semantics in Diffusion Latent Space

Paper • 2212.06013 • Published Dec 12, 2022 • 1

LLavaGuard: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment

Paper • 2406.05113 • Published Jun 7, 2024 • 3

AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation

Paper • 2301.08110 • Published Jan 19, 2023 • 1

SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs

Paper • 2411.07122 • Published Nov 11, 2024 • 2

Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models

Paper • 2505.22232 • Published May 28 • 18

albertvillanova 

posted an update 3 months ago

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672

New in smolagents v1.17.0:
- Structured generation in CodeAgent 🧱
- Streamable HTTP MCP support 🌐
- Agent.run() returns rich RunResult 📦

Smarter agents, smoother workflows.
Try it now: https://github.com/huggingface/smolagents/releases/tag/v1.17.0

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