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14 | 14 | <!-- markdownlint-disable --> |
15 | 15 | <details open> |
16 | 16 | <summary><b>Pivot notice: This repo will pivot to focus on speech models only</b></summary> |
17 | | - 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) |
| 17 | + 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) |
18 | 18 | </details> |
19 | 19 |
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20 | 20 | <details closed> |
21 | 21 | <summary><b>Pretrain and finetune :hugs:Hugging Face models via AutoModel</b></summary> |
22 | 22 | Nemo Framework's latest feature AutoModel enables broad support for :hugs:Hugging Face models, with 25.04 focusing on |
23 | 23 |
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24 | 24 |
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25 | | -- <a href=https://huggingface.co/transformers/v3.5.1/model_doc/auto.html#automodelforcausallm>AutoModelForCausalLM<a> in the <a href="https://huggingface.co/models?pipeline_tag=text-generation&sort=trending">Text Generation<a> category |
26 | | -- <a href=https://huggingface.co/docs/transformers/main/model_doc/auto#transformers.AutoModelForImageTextToText>AutoModelForImageTextToText<a> in the <a href="https://huggingface.co/models?pipeline_tag=image-text-to-text&sort=trending">Image-Text-to-Text<a> category |
| 25 | +- <a href=https://huggingface.co/transformers/v3.5.1/model_doc/auto.html#automodelforcausallm>AutoModelForCausalLM</a> in the <a href="https://huggingface.co/models?pipeline_tag=text-generation&sort=trending">Text Generation</a> category |
| 26 | +- <a href=https://huggingface.co/docs/transformers/main/model_doc/auto#transformers.AutoModelForImageTextToText>AutoModelForImageTextToText</a> in the <a href="https://huggingface.co/models?pipeline_tag=image-text-to-text&sort=trending">Image-Text-to-Text</a> category |
27 | 27 |
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28 | | -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) |
| 28 | +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) |
29 | 29 | </details> |
30 | 30 |
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31 | 31 | <details closed> |
32 | 32 | <summary><b>Training on Blackwell using Nemo</b></summary> |
33 | | - 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) |
| 33 | + 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) |
34 | 34 | </details> |
35 | 35 |
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36 | 36 | <details closed> |
37 | 37 | <summary><b>Training Performance on GPU Tuning Guide</b></summary> |
38 | | - 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) |
| 38 | + 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) |
39 | 39 | </details> |
40 | 40 |
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41 | 41 | <details closed> |
42 | 42 | <summary><b>New Models Support</b></summary> |
43 | | - 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) |
| 43 | + 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) |
44 | 44 | </details> |
45 | 45 |
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46 | 46 |
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