Collection for models & demos for even smoller SmolVLM release
Hugging Face TB Research
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Exploring smol models and high quality web and synthetic datasets, generated by LLMs (TB is for Textbook, as inspired by the "Textbooks are all your need" paper)
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HuggingFaceTB
This is the home for smol models (SmolLM) 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.
- SmolLM2 models: a series of strong small models in three sizes: 135M, 360M and 1.7B
- SmolVLM: a 2 billion Vision Language Model (VLM) built for on-device inference. It uses SmolLM2-1.7B as a language backbone. Blog post available here.
- FineMath: the best public math pretraining dataset with 50B tokens of mathematical and problem solving data.
News 🗞️
- FineMath: the best public math pretraining dataset with 50B tokens of mathematical and problem solving data https://huggingface.co./datasets/HuggingFaceTB/finemath
Collections
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spaces
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SmolVLM 256M Instruct WebGPU
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Zero
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SmolVLM
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Zero
111
📊
SmolVLM
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14
🚀
SmolLM2 1.7B Instruct WebGPU
A blazingly fast & powerful AI chatbot that runs in-browser!
Running
128
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SmolLM 360M Instruct WebGPU
A blazingly fast and powerful AI chatbot that runs locally.
Running
50
🤏
Instant SmolLM
Run SmolLM-360M-Instruct in realtime with MLC WebLLM
models
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HuggingFaceTB/SmolVLM-500M-Instruct
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88
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HuggingFaceTB/SmolVLM-256M-Instruct
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244
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HuggingFaceTB/SmolVLM-500M-Base
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139
HuggingFaceTB/SmolVLM-256M-Base
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56
HuggingFaceTB/SmolLM2-135M-Instruct
Text Generation
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49.9k
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HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation
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1.22M
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HuggingFaceTB/SmolLM2-1.7B-Instruct
Text Generation
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87.3k
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475
HuggingFaceTB/FineMath-Llama-3B
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194
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HuggingFaceTB/finemath-ablation-3plus-160B
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HuggingFaceTB/finemath-ablation-4plus-160B
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datasets
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HuggingFaceTB/finemath_contamination_report
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5.33k
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HuggingFaceTB/math_tasks
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21.3k
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374
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HuggingFaceTB/finemath
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48.3M
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41.1k
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263
HuggingFaceTB/smoltalk
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2.2M
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6.46k
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289
HuggingFaceTB/smol-smoltalk
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485k
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632
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HuggingFaceTB/MATH
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95
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HuggingFaceTB/smollm-corpus
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237M
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HuggingFaceTB/everyday-conversations-llama3.1-2k
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2.38k
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HuggingFaceTB/instruct-data-basics-smollm-H4
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767
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HuggingFaceTB/self-oss-instruct-sc2-H4
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50.7k
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