--- title: README emoji: 👁 colorFrom: purple colorTo: green sdk: static pinned: false --- # Hugging Face Smol Models Research This is the home for smol models (SmolLM & SmolVLM) and high quality pre-training datasets. We released: - [FineWeb-Edu](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu): a filtered version of FineWeb dataset for educational content, paper available [here](https://huggingface.co/papers/2406.17557). - [Cosmopedia](https://huggingface.co/datasets/HuggingFaceTB/cosmopedia): the largest open synthetic dataset, with 25B tokens and 30M samples. It contains synthetic textbooks, blog posts, and stories, posts generated by Mixtral. Blog post available [here](https://huggingface.co/blog/cosmopedia). - [Smollm-Corpus](https://huggingface.co/datasets/HuggingFaceTB/smollm-corpus): the pre-training corpus of SmolLM: **Cosmopedia v0.2**, **FineWeb-Edu dedup** and **Python-Edu**. Blog post available [here](https://huggingface.co/blog/smollm). - [FineMath](https://huggingface.co/datasets/HuggingFaceTB/finemath): the best public math pretraining dataset with 50B tokens of mathematical and problem solving data. - [Stack-Edu](https://huggingface.co/datasets/HuggingFaceTB/stack-edu): the best open code pretraining dataset with educational code in 15 programming languages. - [SmolLM2 models](https://huggingface.co/collections/HuggingFaceTB/smollm2-checkpoints-6723884218bcda64b34d7db9): a series of strong small models in three sizes: 135M, 360M and 1.7B - [SmolVLM2](https://huggingface.co/HuggingFaceTB/SmolVLM2-2.2B-Instruct): a family of small **Video and Vision** models in three sizes: 2.2B, 500M and 256M. Blog post available [here](https://huggingface.co/blog/smolvlm2). **News 🗞️** - **HuggingSnap**: turn your iPhone into a visual assistant usig SmolVLM2. [App Store](https://apps.apple.com/us/app/huggingsnap/id6742157364) - [Source code](https://github.com/huggingface/huggingsnap) - **Stack-Edu**: 125B tokens of educational code in 15 programming languages. [Dataset](https://huggingface.co/datasets/HuggingFaceTB/stack-edu)