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John6666

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reacted to davidberenstein1957's post with ❀️ about 8 hours ago
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422
🚨 New Bonus Unit: Tracing & Evaluating Your Agent! 🚨

Learn how to transform your agent from a simple demo into a robust, reliable product ready for real users.

UNIT: https://huggingface.co/learn/agents-course/bonus-unit2/introduction

In this unit, you'll learn:
- Offline Evaluation – Benchmark and iterate your agent using datasets.
- Online Evaluation – Continuously track key metrics such as latency, costs, and user feedback.

Happy testing and improving!

Thanks Langfuse team!
reacted to dal4933's post with πŸ‘€ about 8 hours ago
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228
Hi everyone! πŸ‘‹

I'm trying to deploy my custom YOLOv8 model (converted to ONNX) for live webcam object detection on Hugging Face Spaces using a T4 GPU. My model has 2 classes and works locally, but I'm having trouble getting the deployment on Hugging Face Spaces to work properly.

Has anybody faced similiar problems? Would highly appreciate feedback on the matter.
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replied to dal4933's post about 8 hours ago
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If we can understand the error message, you may be able to find a solution.
It is easy to investigate the cause if there is a sample Spaces, even if with the model before fine-tuning.
Since the Spaces of Hugging Face can be easily duplicated, we can debug and provide feedback.

reacted to openfree's post with πŸ”₯ about 10 hours ago
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1807
πŸš€ DeepSeek V3-0324 + Real-time Research Power! 🌐

Hello there! Today I'm excited to introduce an amazing tool based on the DeepSeek V3-0324 latest model. This isn't just another AI chatbotβ€”it's a true "research assistant" capable of real-time information retrieval and analysis!

openfree/Deepseek-v3-0324-Research

🧠 Key Strengths of DeepSeek V3-0324
DeepSeek V3-0324, provided by Fireworks AI, comes with these powerful advantages:

🎯 Superior Reasoning: Excellent ability to solve complex problems step-by-step
πŸ“š Extensive Knowledge: Deep understanding across various topics from comprehensive training

🧩 Context Awareness: Maintains long conversation contexts for consistent responses
🌍 Multilingual Support: Processes various languages effectively

πŸ”Ž Added Real-time "Deep Research" Capability!
The most exciting feature of this project is the implementation of real-time search functionality similar to ChatGPT's Browse with Bing or Perplexity AI! 🌟
How does it work?

πŸ“‹ Query Analysis: Analyzes questions to automatically extract optimal search keywords
🌐 Web Search: Utilizes advanced search technology to retrieve the latest information
πŸ§ͺ Result Analysis: Intelligently analyzes search results and evaluates relevance
πŸ’‘ Comprehensive Response: Combines freshly retrieved information with AI's existing knowledge

Key Benefits:

⏱️ Up-to-date Information: Always provides the latest data through real-time web searches
πŸ“Š Enhanced Reliability: Improves trustworthiness by citing information sources
πŸ”„ Overcoming Knowledge Limitations: Handles questions beyond the AI's training cutoff
πŸ› οΈ Research Efficiency: Processes everything from information retrieval to analysis in one go

πŸ–₯️ How to Use
It's simple! Just enable the "Deep Research" checkbox and ask your question. The AI will automatically search for and analyze relevant information to provide rich, informed answers.
reacted to MikeDoes's post with πŸš€ about 10 hours ago
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900
πŸš€ We are quite excited to announce the Ai4Privacy Python library! πŸŽ‰

pip install ai4privacy to anonymize short english text with OpenPII Masking 500k labels

πŸ“Š Day 5/7 of PII Masking 1M announcements complete! ⏰
reacted to takarajordan's post with πŸ”₯ about 10 hours ago
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483
Takara takes 3rd place in the {tech:munich} AI hackathon with Fudeno!

A little over 2 weeks ago @aldigobbler and I set out to create the largest MultiModal SVG dataset ever created, we succeeded in this and when I was in Munich, Germany I took it one step further and made an entire app with it!

We fine-tuned Mistral Small, made a Next.JS application and blew some minds, taking 3rd place out of over 100 hackers. So cool!

If you want to see the dataset, please see below.

takara-ai/fudeno-instruct-4M
reacted to samchain's post with πŸ‘€ about 10 hours ago
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214
NLP for Economics 1.2 is out !

This collection features two models:
- EconoSentiment : a first version based on econo-sentence-v2 and trained on the Financial PhraseBank, showcasing great performances.
- EconoDetect-US : a classifier to detect texts related to the US economy.

And two datasets:
- economics-relevance : the HF version of the Kaggle dataset US Economics News
- imf-weo-reports : A first version and gated dataset aggregating several World Economic Outlooks from the IMF
reacted to onekq's post with πŸ”₯ about 10 hours ago
New activity in zero-gpu-explorers/README about 13 hours ago