Florent Gbelidji's picture

Florent Gbelidji

florentgbelidji

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Recent Activity

posted an update about 15 hours ago

𝗣𝗹𝗮𝗻𝗻𝗶𝗻𝗴 𝗬𝗼𝘂𝗿 𝗡𝗲𝘅𝘁 𝗦𝗸𝗶 𝗔𝗱𝘃𝗲𝗻𝘁𝘂𝗿𝗲 𝗝𝘂𝘀𝘁 𝗚𝗼𝘁 𝗦𝗺𝗮𝗿𝘁𝗲𝗿: 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗶𝗻𝗴 𝗔𝗹𝗽𝗶𝗻𝗲 𝗔𝗴𝗲𝗻𝘁!🏔️⛷️ With the big hype around AI agents these days, I couldn’t stop thinking about how AI agents could truly enhance real-world activities. What sort of applications could we build with those AI agents: agentic RAG? self-correcting text-to-sql? Nah, boring… Passionate about outdoors, I’ve always dreamed of a tool that could simplify planning mountain trips while accounting for all potential risks. That’s why I built 𝗔𝗹𝗽𝗶𝗻𝗲 𝗔𝗴𝗲𝗻𝘁, a smart assistant designed to help you plan safe and enjoyable itineraries in the French Alps and Pyrenees. Built using Hugging Face's 𝘀𝗺𝗼𝗹𝗮𝗴𝗲𝗻𝘁𝘀 library, Alpine Agent combines the power of AI with trusted resources like 𝘚𝘬𝘪𝘵𝘰𝘶𝘳.𝘧𝘳 (https://skitour.fr/) and METEO FRANCE. Whether it’s suggesting a route with moderate difficulty or analyzing avalanche risks and weather conditions, this agent dynamically integrates data to deliver personalized recommendations. In my latest blog post, I share how I developed this project—from defining tools and integrating APIs to selecting the best LLMs like 𝘘𝘸𝘦𝘯2.5-𝘊𝘰𝘥𝘦𝘳-32𝘉-𝘐𝘯𝘴𝘵𝘳𝘶𝘤𝘵, 𝘓𝘭𝘢𝘮𝘢-3.3-70𝘉-𝘐𝘯𝘴𝘵𝘳𝘶𝘤𝘵, or 𝘎𝘗𝘛-4. ⛷️ Curious how AI can enhance adventure planning? Try the app and share your thoughts: https://huggingface.co/spaces/florentgbelidji/alpine-agent 👉 Want to build your own agents? Whether for cooking, sports training, or other passions, the possibilities are endless. Check out the blog post to learn more: https://huggingface.co/blog/florentgbelidji/alpine-agent Many thanks to @m-ric for helping on building this tool with smolagents!

updated a Space about 21 hours ago

florentgbelidji/alpine-agent

updated a dataset about 23 hours ago

florentgbelidji/alpine-agent-feedback

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Articles

Alpine Agent: An AI Agent to Navigate Your Winter Mountain Adventures

about 17 hours ago

Investing in Performance: Fine-tune small models with LLM insights - a CFM case study

Banque des Territoires (CDC Group) x Polyconseil x Hugging Face: Enhancing a Major French Environmental Program with a Sovereign Data Solution

How Hugging Face Accelerated Development of Witty Works Writing Assistant

Accelerating Document AI

Organizations

florentgbelidji's activity

upvoted an article 2 days ago

Article

AI Agents Are Here. What Now?

5 days ago

• 48

upvoted an article 5 months ago

Article

The 5 Most Under-Rated Tools on Hugging Face

Aug 22, 2024

• 86

upvoted 2 articles 6 months ago

Article

Banque des Territoires (CDC Group) x Polyconseil x Hugging Face: Enhancing a Major French Environmental Program with a Sovereign Data Solution

Jul 9, 2024

• 5

Article

Google Cloud TPUs made available to Hugging Face users

Jul 9, 2024

• 19

upvoted an article 7 months ago

Article

From DeepSpeed to FSDP and Back Again with Hugging Face Accelerate

Jun 13, 2024

• 45

upvoted 2 collections 8 months ago

🇫🇷 Cross-encoder rerankers

A collection of cross-encoder reranking models in French. • 31 items • Updated Oct 4, 2024 • 7

DiscoLeo 8B: Llama3 for German

Continued Pretraining on Llama3 8B to improve German linguistic capabilities. A collection of base and fine-tuned models and variants. • 5 items • Updated May 25, 2024 • 16

upvoted 2 articles 8 months ago

Article

Deploy models on AWS Inferentia2 from Hugging Face

May 22, 2024

• 13

Article

License to Call: Introducing Transformers Agents 2.0

May 13, 2024

• 126

upvoted 2 collections 9 months ago

Albert

Les différents modèles à jour dans la famille Albert, les modèles archivés n'apparaissent pas dans cette collection. The various models behind Albert • 14 items • Updated Oct 16, 2024 • 7

Meta Llama 3

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated Dec 6, 2024 • 703

upvoted 2 papers 10 months ago

Chronos: Learning the Language of Time Series

Paper • 2403.07815 • Published Mar 12, 2024 • 47

MoAI: Mixture of All Intelligence for Large Language and Vision Models

Paper • 2403.07508 • Published Mar 12, 2024 • 75

upvoted a collection 11 months ago

💫 StarCoder2

StarCoder2 models and datasets! • 8 items • Updated Mar 1, 2024 • 83

upvoted 3 papers 11 months ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 137

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 607

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 139

upvoted a collection 11 months ago

FrenchBench Evaluation datasets

These datasets are used to evaluate models on French performance using: https://github.com/EleutherAI/lm-evaluation-harness (from CroissantLLM paper) • 11 items • Updated Jun 7, 2024 • 6

upvoted a collection about 1 year ago

ML for Tools

Collection of papers about ML for using tools! • 25 items • Updated Jan 17, 2024 • 9