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            Nano V2 VLM Blog #111
                    chrisalexiuk-nvidia
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    Signed-off-by: Chris Alexiuk <calexiuk@nvidia.com>
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    Signed-off-by: Chris Alexiuk <calexiuk@nvidia.com>
…-project.github.io into nano-2-vlm-blog
              
                    hmellor
  
              
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                _posts/2025-10-28-run-multimodal-reasoning-agents-nvidia-nemotron.md
              
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      Signed-off-by: Roger Wang <hey@rogerw.io>
              
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| * Get started: | ||
| * Download model weights from Hugging Face \- [BF16](https://huggingface.co/nvidia/Nemotron-Nano-12B-v2-VL-BF16), [FP8](https://huggingface.co/nvidia/Nemotron-Nano-12B-v2-VL-FP8), [FP4-QAD](https://huggingface.co/nvidia/Nemotron-Nano-12B-v2-VL-FP4-QAD) | ||
| * Run with vLLM for inference | ||
| * [Technical report](https://www.overleaf.com/project/68d1d48c83696e11ba669f70) to build custom, optimized models with Nemotron techniques.. | 
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This links to overleaf, not a published report
              
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  | [*Share your ideas*](http://nemotron.ideas.nvidia.com/?ncid=so-othe-692335) *and vote on what matters to help shape the future of Nemotron.* | ||
|  | ||
| *Stay up to date on [NVIDIA Nemotron](https://developer.nvidia.com/nemotron) by subscribing to NVIDIA news and following NVIDIA AI on [LinkedIn](https://www.linkedin.com/showcase/nvidia-ai/posts/?feedView=all), [X](https://x.com/NVIDIAAIDev), [YouTube](https://www.youtube.com/@NVIDIADeveloper)*, *and the [Nemotron channel](https://discord.com/channels/1019361803752456192/1407781691698708682) on [Discord](https://discord.com/invite/nvidiadeveloper).* | 
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Itallic text seems unusual here
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    | [*Share your ideas*](http://nemotron.ideas.nvidia.com/?ncid=so-othe-692335) *and vote on what matters to help shape the future of Nemotron.* | |
| *Stay up to date on [NVIDIA Nemotron](https://developer.nvidia.com/nemotron) by subscribing to NVIDIA news and following NVIDIA AI on [LinkedIn](https://www.linkedin.com/showcase/nvidia-ai/posts/?feedView=all), [X](https://x.com/NVIDIAAIDev), [YouTube](https://www.youtube.com/@NVIDIADeveloper)*, *and the [Nemotron channel](https://discord.com/channels/1019361803752456192/1407781691698708682) on [Discord](https://discord.com/invite/nvidiadeveloper).* | |
| [Share your ideas](http://nemotron.ideas.nvidia.com/?ncid=so-othe-692335) and vote on what matters to help shape the future of Nemotron. | |
| Stay up to date on [NVIDIA Nemotron](https://developer.nvidia.com/nemotron) by subscribing to NVIDIA news and following NVIDIA AI on [LinkedIn](https://www.linkedin.com/showcase/nvidia-ai/posts/?feedView=all), [X](https://x.com/NVIDIAAIDev), [YouTube](https://www.youtube.com/@NVIDIADeveloper), and the [Nemotron channel](https://discord.com/channels/1019361803752456192/1407781691698708682) on [Discord](https://discord.com/invite/nvidiadeveloper). | 
…ron.md Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: Roger Wang <hey@rogerw.io>
…ron.md Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: Roger Wang <hey@rogerw.io>
…ron.md Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: Roger Wang <hey@rogerw.io>
  
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