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  <img src="OfficialAtomight.png" alt="Atomight Logo" width="500" style="max-width: 100%;">
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- **Atomight-V2.1-0.5B-Inference** is an ultra-compact, reasoning-oriented causal language model developed under the **[Atomight Ecosystem](https://huggingface.co/NovatasticRoScript/collections)**. Currently our **best model** up-to-date. Built on a Qwen-derived 494M parameter foundation, the model has been refined using **GRPO (Group Relative Policy Optimization)** reinforcement tuning.
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  > [!Note]
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  > Use this model when you want explicit chain-of-thought before the final answer — complex debugging, multi-step planning, agentic workflows, and math- or reasoning-heavy tasks.
 
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  <img src="OfficialAtomight.png" alt="Atomight Logo" width="500" style="max-width: 100%;">
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  </p>
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+ **Atomight-V2.1-0.5B-Inference** is an ultra-compact, reasoning-oriented causal language model developed under the **[Atomight Ecosystem](https://huggingface.co/NovatasticRoScript/collections)**. Built on a Qwen-derived 494M parameter foundation, the model has been refined using **GRPO (Group Relative Policy Optimization)** reinforcement tuning.
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  > [!Note]
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  > Use this model when you want explicit chain-of-thought before the final answer — complex debugging, multi-step planning, agentic workflows, and math- or reasoning-heavy tasks.