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Nemotron-Hymba2 is a new hybrid SLM model family that outperforms Qwen models in accuracy (math, coding, and commonsense), batch-size-1 latency, and throughput. More details are in our NeurIPS 2025 [paper](https://drive.google.com/drive/folders/17vOGktwUfUpRAJPGJUV6oX8XwLSczZtv?usp=sharing).
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## Chat with Nemotron-Hymba2-3B
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Nemotron-Hymba2 is a new hybrid SLM model family that outperforms Qwen models in accuracy (math, coding, and commonsense), batch-size-1 latency, and throughput. More details are in our NeurIPS 2025 [paper](https://drive.google.com/drive/folders/17vOGktwUfUpRAJPGJUV6oX8XwLSczZtv?usp=sharing).
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Instruct version: (https://huggingface.co/nvidia/Nemotron-Hymba2-3B-Instruct)[https://huggingface.co/nvidia/Nemotron-Hymba2-3B-Instruct].
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Docker path: `/lustre/fsw/portfolios/nvr/users/yongganf/docker/megatron_py25_fast_slm.sqsh` on NRT.
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## Chat with Nemotron-Hymba2-3B
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