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README.md

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+  <summary><b>Pivot notice: This repo will pivot to focus on speech models only</b></summary>
+      NeMo 2.0, with its support for LLMs and VLMs will be deprecated by 25.11, and replaced by <a href=https://github.com/NVIDIA-NeMo/Megatron-Bridge>NeMo Megatron-Bridge<a> and <a href=https://github.com/NVIDIA-NeMo/Automodel>NeMo Automodel<a>. More details can be find in the <a href=https://github.com/NVIDIA-NeMo>NeMo github org readme<a>. (2025-10-10)
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   <summary><b>Pretrain and finetune :hugs:Hugging Face models via AutoModel</b></summary>
       Nemo Framework's latest feature AutoModel enables broad support for :hugs:Hugging Face models, with 25.04 focusing on
 
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 More Details in Blog: <a href=https://developer.nvidia.com/blog/run-hugging-face-models-instantly-with-day-0-support-from-nvidia-nemo-framework>Run Hugging Face Models Instantly with Day-0 Support from NVIDIA NeMo Framework<a>. Future releases will enable support for more model families such as Video Generation models.(2025-05-19)
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   <summary><b>Training on Blackwell using Nemo</b></summary>
       NeMo Framework has added Blackwell support, with <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/performance/performance_summary.html>performance benchmarks on GB200 & B200<a>. More optimizations to come in the upcoming releases.(2025-05-19)
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   <summary><b>Training Performance on GPU Tuning Guide</b></summary>
       NeMo Framework has published <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/performance/performance-guide.html>a comprehensive guide for performance tuning to achieve optimal throughput<a>! (2025-05-19)
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   <summary><b>New Models Support</b></summary>
       NeMo Framework has added support for latest community models - <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/vlms/llama4.html>Llama 4<a>, <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/vision/diffusionmodels/flux.html>Flux<a>, <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/llms/llama_nemotron.html>Llama Nemotron<a>, <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/llms/hyena.html#>Hyena & Evo2<a>, <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/vlms/qwen2vl.html>Qwen2-VL<a>, <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/llms/qwen2.html>Qwen2.5<a>, Gemma3, Qwen3-30B&32B.(2025-05-19)
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   <summary><b>NeMo Framework 2.0</b></summary>
       We've released NeMo 2.0, an update on the NeMo Framework which prioritizes modularity and ease-of-use. Please refer to the <a href=https://docs.nvidia.com/nemo-framework/user-guide/latest/nemo-2.0/index.html>NeMo Framework User Guide</a> to get started.
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   <summary><b>New Cosmos World Foundation Models Support</b></summary>
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       <summary> <a href="https://developer.nvidia.com/blog/advancing-physical-ai-with-nvidia-cosmos-world-foundation-model-platform">Advancing Physical AI with NVIDIA Cosmos World Foundation Model Platform </a> (2025-01-09) 
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   <summary><b>Large Language Models and Multimodal Models</b></summary>
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   <summary><b>Speech Recognition</b></summary>
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