Update README.md

README.md

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 - [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).
+- [SmolLM3](https://huggingface.co/HuggingFaceTB/SmolLM3-3B): SOTA 3B model with dual **reasoning**, supports 6 languages and long context with strong function calling. SmolLM3 Engineering Blueprint available [here](https://huggingface.co/datasets/HuggingFaceTB/smollm3-blueprint/blob/main/smollm3-blueprint.pdf)
 
-**News 🗞️**
-- **SmolLM3**: SOTA 3B model with dual reasoning, supports 6 languages and long context with strong function calling: [HuggingFaceTB/SmolLM3-3B](https://huggingface.co/HuggingFaceTB/SmolLM3-3B)
-- SmolLM3 Engineering Blueprint available [here](https://huggingface.co/datasets/HuggingFaceTB/smollm3-blueprint/blob/main/smollm3-blueprint.pdf).
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+**News 🗞️**
+- **The Smol Training Playbook**: a comprehensive guide to training world-class LLMs [HuggingFaceTB/smol-training-playbook](https://huggingface.co/spaces/HuggingFaceTB/smol-training-playbook)