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Florent Gbelidji

florentgbelidji

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Recent Activity

updated a Space 2 days ago

florentgbelidji/test_folium

reacted to MoritzLaurer's post with 🔥 4 days ago

🚀 Releasing a new zeroshot-classifier based on ModernBERT! Some key takeaways: - ⚡ Speed & efficiency: It's multiple times faster and uses significantly less memory than DeBERTav3. You can use larger batch sizes and enabling bf16 (instead of fp16) gave me a ~2x speed boost as well - 📉 Performance tradeoff: It performs slightly worse than DeBERTav3 on average across my zeroshot classification task collection - 🧠 Use cases: I recommend using it for scenarios requiring speed and a larger context window (8k). - 💡 What’s next? I’m preparing a newer version trained on better + longer synthetic data to fully leverage the 8k context window and improve upon the training mix of my older zeroshot-v2.0 models. I also hope that there will be a multilingual variant in the future. Great work by https://huggingface.co/answerdotai ! If you’re looking for a high-speed zeroshot classifier, give it a try! 📄 Resources below: 👇 Base model: https://huggingface.co/MoritzLaurer/ModernBERT-base-zeroshot-v2.0 Large model: https://huggingface.co/MoritzLaurer/ModernBERT-large-zeroshot-v2.0 Updated zeroshot collection: https://huggingface.co/collections/MoritzLaurer/zeroshot-classifiers-6548b4ff407bb19ff5c3ad6f ModernBERT collection with paper: https://huggingface.co/collections/answerdotai/modernbert-67627ad707a4acbf33c41deb

reacted to m-ric's post with 🔥 4 days ago

Since I published it on GitHub a few days ago, Hugging Face's new agentic library 𝘀𝗺𝗼𝗹𝗮𝗴𝗲𝗻𝘁𝘀 has gathered nearly 4k stars 🤯 ➡️ But we are just getting started on agents: so we are hiring an ML Engineer to join me and double down on this effort! The plan is to build GUI agents: agents that can act on your computer with mouse & keyboard, like Claude Computer Use. We will make it work better, and fully open. ✨ Sounds like something you'd like to do? Apply here 👉 https://apply.workable.com/huggingface/j/AF1D4E3FEB/

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Articles

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

Dec 3, 2024

• 25

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

How Hugging Face Accelerated Development of Witty Works Writing Assistant

Mar 1, 2023

• 1

Organizations

florentgbelidji's activity

updated a Space 2 days ago

Runtime error

📈

Test Folium

reacted to MoritzLaurer's post with 🔥 4 days ago

Post

2156

🚀 Releasing a new zeroshot-classifier based on ModernBERT! Some key takeaways:

- ⚡ Speed & efficiency: It's multiple times faster and uses significantly less memory than DeBERTav3. You can use larger batch sizes and enabling bf16 (instead of fp16) gave me a ~2x speed boost as well
- 📉 Performance tradeoff: It performs slightly worse than DeBERTav3 on average across my zeroshot classification task collection
- 🧠 Use cases: I recommend using it for scenarios requiring speed and a larger context window (8k).
- 💡 What’s next? I’m preparing a newer version trained on better + longer synthetic data to fully leverage the 8k context window and improve upon the training mix of my older zeroshot-v2.0 models. I also hope that there will be a multilingual variant in the future.

Great work by https://huggingface.co/answerdotai !

If you’re looking for a high-speed zeroshot classifier, give it a try!

📄 Resources below: 👇
Base model: MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Large model: MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Updated zeroshot collection: MoritzLaurer/zeroshot-classifiers-6548b4ff407bb19ff5c3ad6f
ModernBERT collection with paper: answerdotai/modernbert-67627ad707a4acbf33c41deb

reacted to m-ric's post with 🔥 4 days ago

Post

4736

Since I published it on GitHub a few days ago,
Hugging Face's new agentic library 𝘀𝗺𝗼𝗹𝗮𝗴𝗲𝗻𝘁𝘀 has gathered nearly 4k stars 🤯

➡️ But we are just getting started on agents: so we are hiring an ML Engineer to join me and double down on this effort!

The plan is to build GUI agents: agents that can act on your computer with mouse & keyboard, like Claude Computer Use.

We will make it work better, and fully open. ✨

Sounds like something you'd like to do? Apply here 👉 https://apply.workable.com/huggingface/j/AF1D4E3FEB/

3 replies

liked a Space 24 days ago

Running

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SQL Snippets

liked a Space about 1 month ago

Running on CPU Upgrade

📈🚀

Llm Race To The Top

View Chatbot Arena ELO of top models increasing

liked 2 models about 1 month ago

meta-llama/Llama-3.3-70B-Instruct

Text Generation • Updated 21 days ago • 432k • • 1.57k

Qwen/QwQ-32B-Preview

Text Generation • Updated Nov 29, 2024 • 131k • • 1.52k

reacted to m-ric's post with 🔥 about 2 months ago

Post

1385

Great feature alert: 𝗬𝗼𝘂 𝗰𝗮𝗻 𝗻𝗼𝘄 𝘂𝘀𝗲 𝗮𝗻𝘆 𝗦𝗽𝗮𝗰𝗲 𝗮𝘀 𝗮 𝘁𝗼𝗼𝗹 𝗳𝗼𝗿 𝘆𝗼𝘂𝗿 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗿𝘀.𝗮𝗴𝗲𝗻𝘁! 🛠️🔥🔥

This lets you take the coolest spaces, like FLUX.1-dev, and use them in agentic workflows with a few lines of code! 🧑‍💻

On the video below, I set up my fake vacation pictures where I'm awesome at surfing (I'm really not) 🏄

Head to the doc to learn this magic 👉 https://huggingface.co/docs/transformers/main/en/agents_advanced#import-a-space-as-a-tool-