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Deep Learning Examples
NVIDIA Platform: Deep Learning Examples
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NVIDIA
nemo-rl
NVIDIA NeMo™ RL accelerates reinforcement learning post-training with high-performance GPU backends, offering scalable GRPO, DPO, SFT, and distillation for multimodal models from single-node experiments to enterprise-scale clusters.
AI
Deep Learning Examples
+4
Language Modeling
NeMo
NVIDIA AI
Reinforcement Learning
Container
1w
Updated
07/28/2026 UTC
NVIDIA
nemo-automodel
NVIDIA NeMo™ AutoModel accelerates LLM and VLM training and fine‑tuning with PyTorch DTensor‑native SPMD, day‑0 Hugging Face support, and optimized parallelism from single‑ to multi‑node scale.
AI
Deep Learning Examples
+4
Language Modeling
NeMo
NVIDIA AI
PyTorch
Container
1mo
Updated
07/02/2026 UTC
NVIDIA Deep Learning Examples
GPUNet-0 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-0 ImageNet pretrained weights
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
GPUNet-P0 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-P0 ImageNet pretrained weights
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
GPUNet-D2 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-D2 weights pretrained on ImageNet
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
GPUNet-1 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-1 ImageNet pretrained weights
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
GPUNet-2 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-2 ImageNet pretrained weights
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
GPUNet-D1 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-D1 weights pretrained on ImageNet
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
GPUNet-P1 pretrained weights (PyTorch, AMP, ImageNet)
GPUNet-P1 ImageNet pretrained weights
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
HiFi-GAN PyT checkpoint (22kHz, AMP)
HiFi-GAN v1 PyTorch checkpoint trained on 8GPU with AMP on LJSpeech-1.1 (22kHz).
Deep Learning Examples
Text to Speech
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
HiFi-GAN PyT checkpoint (FastPitch ftune, 22kHz, AMP)
HiFi-GAN v1 PyTorch checkpoint trained on 8GPU with AMP on LJSpeech-1.1 (22kHz), fine-tuned on FastPitch outputs.
Deep Learning Examples
Text to Speech
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
QuartzNet checkpoint (PyTorch, AMP, LibriSpeech)
QuartzNet PyTorch checkpoint trained on LibriSpeech (test-other 10.41% WER)
Conversational AI
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA
Fine-tuning Flowtron Model
Fine-tuning and inference the Flowtron model which is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer.
Deep Learning Examples
PyTorch
Resource
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
TFT PyT checkpoint (Base, AMP, Electricity)
TFT Base PyTorch checkpoint trained with AMP on Electricity dataset
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
Mask R-CNN TensorFlow checkpoint (AMP)
Mask R-CNN TensorFlow checkpoint trained with AMP
Computer Vision
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA
EfficientNet For Tensorflow2
EfficientNets are a family of image classification models, which achieve state-of-the-art accuracy, being an order-of-magnitude smaller and faster.
Computer Vision
Deep Learning Examples
Resource
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
ResNet50 checkpoints (PaddlePaddle, AMP, ImageNet)
ResNet50 checkpoint trained with AMP on ImageNet
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
BERT PyTorch checkpoint (Dist-4L-288D, SQuAD1, seqLen384, AMP)
BERT Distilled 4L-288D PyTorch checkpoint distilled on SQuAD v1.1 dataset using AMP
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
BERT PyTorch checkpoint (Large, SST-2, seqLen128, AMP)
BERT Large PyTorch checkpoint finetuned on GLUE/SST-2 dataset using AMP
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
TFT PyT checkpoint (Base, AMP, Traffic)
TFT Base PyTorch checkpoint trained with AMP on Traffic dataset
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
FastPitch checkpoint (PyTorch, AMP, LJSpeech-1.1, 22050Hz)
FastPitch PyTorch checkpoint trained on LJSpeech-1.1
Deep Learning Examples
Text to Speech
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
BERT PyTorch checkpoint (Dist-6L-768D, SQuAD1, AMP)
BERT Distilled 6L-768D PyTorch checkpoint distilled on SQuAD v1.1 dataset using AMP
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
Tacotron2 and WaveGlow PyTorch codebase
PyTorch codebase for training and using Tacotron2 and Waveglow models
Deep Learning Examples
Resource
>3y
Updated
04/04/2023 UTC
NVIDIA Deep Learning Examples
BERT PyTorch checkpoint (Dist-6L-768D, Pretraining, AMP)
BERT Distilled 6L-768D PyTorch Phase2 checkpoint pretrained using 67K steps on seqLen128 and 6k steps on seqLen512
Deep Learning Examples
Model
>3y
Updated
04/04/2023 UTC
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