Smol, multilingual, long-context reasoner
AI & ML interests
Exploring smol models (for text, vision and video) and high quality web and synthetic datasets
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Hugging Face Smol Models Research
This is the home for smol models (SmolLM & SmolVLM) and high quality pre-training datasets. We released:
- FineWeb-Edu: a filtered version of FineWeb dataset for educational content, paper available here.
- 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.
- Smollm-Corpus: the pre-training corpus of SmolLM: Cosmopedia v0.2, FineWeb-Edu dedup and Python-Edu. Blog post available here.
- FineMath: the best public math pretraining dataset with 50B tokens of mathematical and problem solving data.
- Stack-Edu: the best open code pretraining dataset with educational code in 15 programming languages.
- SmolLM2 models: a series of strong small models in three sizes: 135M, 360M and 1.7B
- SmolVLM2: a family of small Video and Vision models in three sizes: 2.2B, 500M and 256M. Blog post available here.
News 🗞️
- SmolLM3: SOTA 3B model with dual reasoning, supports 6 languages and long context with strong function calling: HuggingFaceTB/SmolLM3-3B
- SmolLM3 Engineering Blueprint available here.
spaces
14
Running
on
Zero
78
SmolVLM
📊
Answer questions using images or videos
Running
27
WikiRacing Language Models
🏃
Find answers by racing against LLM in a quiz game
Running
36
SmolLM2 1.7B Instruct WebGPU
🚀
A blazingly fast & powerful AI chatbot that runs in-browser!
Running
52
SmolVLM 256M Instruct WebGPU
🐨
Generate descriptions for images using WebGPU technology
Running
4
Smolvlm Web Benchmarking
🌖
Running
18
SmolVLM2 IPhone Waitlist
⏰
sign in to receive news on the iPhone app
models
77

HuggingFaceTB/SmolLM3-3B
Text Generation
•
3B
•
Updated
•
12k
•
•
295

HuggingFaceTB/SmolLM3-3B-Base
Text Generation
•
3B
•
Updated
•
1.89k
•
90

HuggingFaceTB/SmolLM3-3B-ONNX
Text Generation
•
Updated
•
90
•
10

HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation
•
0.4B
•
Updated
•
97.5k
•
132

HuggingFaceTB/SmolLM2-135M-Instruct
Text Generation
•
0.1B
•
Updated
•
334k
•
217

HuggingFaceTB/SmolLM2-1.7B-Instruct
Text Generation
•
2B
•
Updated
•
65.6k
•
654

HuggingFaceTB/SmolVLM2-2.2B-Base
Image-Text-to-Text
•
2B
•
Updated
•
1.34k
•
5

HuggingFaceTB/SmolVLM-256M-Instruct
Image-Text-to-Text
•
0.3B
•
Updated
•
110k
•
252

HuggingFaceTB/SmolVLM-Instruct
Image-Text-to-Text
•
2B
•
Updated
•
165k
•
507

HuggingFaceTB/SmolVLM-500M-Instruct
Image-Text-to-Text
•
0.5B
•
Updated
•
29.6k
•
164
datasets
49
HuggingFaceTB/smollm3-configs
Updated
•
14
•
2
HuggingFaceTB/smollm3-blueprint
Viewer
•
Updated
•
1
•
144
•
4
HuggingFaceTB/images
Viewer
•
Updated
•
50
•
58.9k
•
1
HuggingFaceTB/MCQ_Wiki_-decontaminated_shard_2
Viewer
•
Updated
•
1.4M
•
115
HuggingFaceTB/MCQ_Wiki_decontamination_report_shard_2
Viewer
•
Updated
•
155
•
97
HuggingFaceTB/MCQ_Wiki_-decontaminated_shard_0
Viewer
•
Updated
•
1.4M
•
123
HuggingFaceTB/MCQ_Wiki_decontamination_report_shard_0
Viewer
•
Updated
•
174
•
98
HuggingFaceTB/Falcon-details
Viewer
•
Updated
•
1.32k
•
27
HuggingFaceTB/stack-edu-prompts-16langs-1k
Viewer
•
Updated
•
1k
•
29
HuggingFaceTB/simplewiki-pruned-350k
Viewer
•
Updated
•
358k
•
88
•
4