🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Reasoning benchmarks (e.g., MMLU Pro and GPQA) have seen little benefit from naive RAG. But can we flip this? 🔥Introducing CompactDS: ✅Web-scale coverage ✅Runs with just 100GB RAM ✅Matches search engines The simplest RAG pipeline can even compete with agentic

I have an alternative proposal.

465 people. 122 languages. 58,185 annotations! FineWeb-C v1 is complete! Communities worldwide have built their own educational quality datasets, proving that we don't need to wait for big tech to support languages. Huge thanks to all who contributed! huggingface.co/blog/davanstri…

SmolLM3 is out - a smol, long context, multilingual reasoner! Along with the model we release the full engineering blueprint for building SoTA LLMs at that scale, so everybody can build on it! Check it out: hf.co/blog/smollm3

Opening orders for Reachy Mini today, our open-source desktop robot for AI builders, starting at $299! Fully integrated with LeRobot & Hugging Face for the whole community to build AI apps for it (like this dancing one). We'll probably ship a first batch of a hundred this

Introducing SmolTalk2: the dataset behind SmolLM3's dual reasoning. - mid-training → 5M samples - SFT data → 3M samples - preferences for APO → 500k samples It combines open datasets with new ones curated for strong think and no_think performance. hf.co/datasets/Huggi…

Update: 🍷FineWeb and 📚 FineWeb-Edu now include English data from this year's CommonCrawl snapshots, covering Jan-Jun 2025. 🍷FineWeb now has 18.5 trillion tokens. We'll keep publishing timely updates to ensure your models have the latest world knowledge.

🚨 Poster at #ICML2025! How can LLMs really keep up with the world? Come by E-2405 on July 15th (4:30–7:00pm) to check out WikiBigEdit – our new benchmark to test lifelong knowledge editing in LLMs at scale. 🔗 Real-world updates 📈 500k+ QA edits 🧠 Editing vs. RAG vs. CL

📣 Announcing: Apache Spark™ Python Data Source for Hugging Face AI Datasets! During this virtual event, you’ll learn how Apache Spark™ 4.x Python Data Source API allows Hugging Face to extend datasets for AI workloads. Why attend? ✅ 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿 𝘁𝗵𝗲 𝗹𝗮𝘁𝗲𝘀𝘁

🚀Our rStar-Coder dataset is now released! A verified dataset of 418K competition-level code problems, each with test cases of varying difficulty. On LiveCodeBench, it boosts Qwen2.5-14B from 23.3% → 62.5%, beating o3-mini (low) by +3.1%. Try it here: huggingface.co/datasets/micro…

This combined with Parquet CDC will make the Datasets on Hugging Face faster to download and upload than S3

huggingface.co/datasets/NousR…