Skip to content

@NUS-HPC-AI-Lab NUS HPC AI Lab

Change the repository type filter

All

    Repositories list

    30 repositories

    • DD-Ranking

      Public
      Data distillation benchmark
      HTML
      •
      Other
      •2•40•0•0•Updated Jan 29, 2025Jan 29, 2025

    • SpeeD

      Public
      SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
      Python
      •
      Apache License 2.0
      •5•165•5•0•Updated Jan 27, 2025Jan 27, 2025

    • Dynamic-Diffusion-Transformer

      Public
      Python
      •0•47•1•0•Updated Jan 23, 2025Jan 23, 2025

    • Recurrent-Parameter-Generation

      Public
      The official implementation of Recurrent Diffusion for Large-Scale Parameter Generation.
      Python
      •
      Apache License 2.0
      •1•44•0•1•Updated Jan 22, 2025Jan 22, 2025

    • Neural-Network-Diffusion

      Public
      We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters
      Python
      •45•834•9•1•Updated Jan 3, 2025Jan 3, 2025

    • VideoSys

      Public
      VideoSys: An easy and efficient system for video generation
      Python
      •
      Apache License 2.0
      •129•1.9k•16•4•Updated Jan 1, 2025Jan 1, 2025

    • SGL

      Public
      Python
      •0•7•2•0•Updated Dec 30, 2024Dec 30, 2024

    • Dynamic-Tuning

      Public
      The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"
      Python
      •1•40•0•0•Updated Dec 30, 2024Dec 30, 2024

    • Enhance-A-Video

      Public
      Enhance-A-Video: Better Generated Video for Free
      Python
      •
      Apache License 2.0
      •15•264•4•0•Updated Dec 23, 2024Dec 23, 2024

    • R-MeeTo

      Public
      Give us minutes, we give back a faster Mamba. The official implementation of "Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training".
      Python
      •1•36•0•0•Updated Dec 18, 2024Dec 18, 2024

    • PAD

      Public
      Prioritize Alignment in Dataset Distillation
      Python
      •2•20•0•0•Updated Dec 3, 2024Dec 3, 2024

    • Awesome-Efficient-Video-Generation

      Public
      A curated list of recent efficient video generation methods.
      awesomeefficiencyhigh-performance-computingvideo-generationdiffusion-modelstext-to-video-generation
      0•12•0•0•Updated Nov 23, 2024Nov 23, 2024

    • EDF

      Public
      Python
      •0•11•0•0•Updated Nov 16, 2024Nov 16, 2024

    • Multimodal-ICL-Retriever

      Public
      Python
      •
      MIT License
      •0•9•1•0•Updated Nov 12, 2024Nov 12, 2024

    • InfoBatch

      Public
      Lossless Training Speed Up by Unbiased Dynamic Data Pruning
      Python
      •18•324•8•0•Updated Sep 24, 2024Sep 24, 2024

    • InfoGrowth

      Public
      Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web data
      Python
      •0•19•0•0•Updated Aug 6, 2024Aug 6, 2024

    • GEOM

      Public
      Pytorch implementation of ICML-2024 "Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching"
      Python
      •
      MIT License
      •0•23•0•0•Updated Jun 23, 2024Jun 23, 2024

    • DATM

      Public
      ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
      dataset-distillation
      Python
      •6•95•5•0•Updated May 23, 2024May 23, 2024

    • Helen

      Public
      The official implementation of "Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization"
      Python
      •1•15•0•0•Updated Mar 14, 2024Mar 14, 2024

    • CTRL

      Public
      Pytorch implementation of "Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching"
      Python
      •
      MIT License
      •0•5•0•0•Updated Feb 9, 2024Feb 9, 2024

    • .github

      Public
      0•0•0•0•Updated Oct 19, 2023Oct 19, 2023

    • oh-my-server

      Public
      Roff
      •5•30•0•0•Updated Sep 4, 2023Sep 4, 2023

    • TensorNVMe

      Public
      A Python library transfers PyTorch tensors between CPU and NVMe
      C++
      •22•0•0•0•Updated Jul 25, 2022Jul 25, 2022

    • EnergonAI

      Public
      Large-scale model inference.
      Python
      •
      Apache License 2.0
      •89•0•0•0•Updated May 31, 2022May 31, 2022

    • PaLM-colossalai

      Public
      Scalable PaLM implementation of PyTorch
      Python
      •27•0•0•0•Updated Apr 8, 2022Apr 8, 2022

    • FastFold

      Public
      Optimizing Protein Structure Prediction Model Training and Inference on GPU Clusters
      Cuda
      •
      Apache License 2.0
      •86•0•0•0•Updated Mar 3, 2022Mar 3, 2022

    • SkyComputing

      Public
      Sky Computing, a new way for federated learning
      Python
      •
      Apache License 2.0
      •21•0•0•0•Updated Feb 25, 2022Feb 25, 2022

    • ColossalAI

      Public
      Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
      Python
      •
      Apache License 2.0
      •4.4k•2•0•0•Updated Feb 8, 2022Feb 8, 2022

    • LARS-ImageNet-PyTorch

      Public
      Accuracy 77%. Large batch deep learning optimizer LARS for ImageNet with PyTorch and ResNet, using Horovod for distribution. Optional accumulated gradient and NVIDIA DALI dataloader.
      Python
      •
      MIT License
      •8•38•0•0•Updated Jun 1, 2021Jun 1, 2021

    • pytorch-lamb

      Public
      PyTorch implementation of LAMB for ImageNet/ResNet-50 training
      Python
      •
      Other
      •2•13•1•0•Updated May 13, 2021May 13, 2021