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SmolLM3: smol, multilingual, long-context reasoner

Back to Articles Architecture and training details Data mixture and training stages Long Context extension Reasoning Mid-training Building the Chat Template Supervised Finetuning Off-policy model alignment with Anchored Preference Optimization (APO) Model Merging Base model Dual Instruct / Reasoning model No extending thinking evaluation Extending thinking evaluation Enabling and Disabling Extended Thinking Mode Agentic Usage Small language models are becoming increasingly important as users see...

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