BigCodeBench: Benchmarking Large Language Models on Solving Practical and Challenging Programming Tasks
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albertvillanova
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an
update
1 day ago
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605
🚀 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
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
jpwahle
authored
12
papers
10 days ago
Paraphrase Detection: Human vs. Machine Content
Paper
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2303.13989
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Published
How Large Language Models are Transforming Machine-Paraphrased Plagiarism
Paper
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2210.03568
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Published
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7
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges
Paper
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2405.15604
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Published
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6
Towards Human Understanding of Paraphrase Types in ChatGPT
Paper
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2407.02302
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Published
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1
Incorporating Word Sense Disambiguation in Neural Language Models
Paper
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2106.07967
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Published
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7
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
Paper
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2502.11926
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Published
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2
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
Paper
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2503.07269
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Published
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1
D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research
Paper
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2204.13384
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Published
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7
Paraphrase Types for Generation and Detection
Paper
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2310.14863
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Published
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7
Are Neural Language Models Good Plagiarists? A Benchmark for Neural Paraphrase Detection
Paper
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2103.12450
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Published
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7
Identifying Machine-Paraphrased Plagiarism
Paper
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2103.11909
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Published
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6
SPaRC: A Spatial Pathfinding Reasoning Challenge
Paper
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2505.16686
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Published
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6
Post
2118
Excited to onboard FeatherlessAI on Hugging Face as an Inference Provider - they bring a fleet of 6,700+ LLMs on-demand on the Hugging Face Hub 🤯
Starting today, you'd be able to access all those LLMs (OpenAI compatible) on HF model pages and via OpenAI client libraries too! 💥
Go, play with it today: https://huggingface.co/blog/inference-providers-featherless
P.S. They're also bringing on more GPUs to support all your concurrent requests!
Starting today, you'd be able to access all those LLMs (OpenAI compatible) on HF model pages and via OpenAI client libraries too! 💥
Go, play with it today: https://huggingface.co/blog/inference-providers-featherless
P.S. They're also bringing on more GPUs to support all your concurrent requests!
Elfsong
authored
a
paper
19 days ago
melisa
authored
a
paper
22 days ago
iNeil77
authored
a
paper
23 days ago
StringChaos
authored
a
paper
24 days ago
albertvillanova
posted
an
update
30 days ago
Post
619
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
- 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
tianbaoxiexxx
authored
a
paper
about 1 month ago