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    23 repositories

    • Elana

      Public
      Elana: A Simple Energy & Latency Analyzer for LLMs
      Python
      •1•16•1•1•Updated Apr 3, 2026Apr 3, 2026

    • cmu-enyac.github.io

      Public
      HTML
      •
      MIT License
      •1•3•0•0•Updated Feb 23, 2026Feb 23, 2026

    • UniQL

      Public
      UniQL official repository (ICLR 2026)
      Python
      •
      Other
      •0•15•0•0•Updated Jan 27, 2026Jan 27, 2026

    • peft

      Public
      🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
      Python
      •
      Apache License 2.0
      •2.3k•0•0•0•Updated Sep 29, 2025Sep 29, 2025

    • q-sched

      Public
      Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•10•0•0•Updated Sep 3, 2025Sep 3, 2025

    • Quamba

      Public
      The official repository of Quamba1 [ICLR 2025] & Quamba2 [ICML 2025]
      Python
      •
      Other
      •14•67•0•0•Updated Jun 19, 2025Jun 19, 2025

    • mamba

      Public
      Mamba SSM architecture
      Python
      •
      Apache License 2.0
      •1.7k•0•0•0•Updated Apr 2, 2025Apr 2, 2025

    • MA-AVT

      Public
      Python
      •
      Other
      •0•9•0•0•Updated Jun 25, 2024Jun 25, 2024

    • MaxEVA

      Public
      MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine (accepted as full paper at FPT'23)
      C++
      •
      Other
      •2•22•0•0•Updated Apr 17, 2024Apr 17, 2024

    • SSVOD

      Public
      0•3•4•0•Updated Nov 5, 2023Nov 5, 2023

    • evol-q

      Public
      Quantization in the Jagged Loss Landscape of Vision Transformers
      Python
      •
      Apache License 2.0
      •2•13•0•0•Updated Oct 22, 2023Oct 22, 2023

    • supmae

      Public
      This is a offical PyTorch/GPU implementation of SupMAE.
      Jupyter Notebook
      •
      Other
      •3•79•0•0•Updated Aug 30, 2022Aug 30, 2022

    • Joslim

      Public
      Official codebase for our paper "Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks"
      Python
      •2•12•1•0•Updated Jun 30, 2021Jun 30, 2021

    • Renofeation

      Public
      Python
      •5•19•0•0•Updated Jun 26, 2021Jun 26, 2021

    • single-path-nas

      Public
      Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
      Python
      •
      Apache License 2.0
      •60•395•13•3•Updated Dec 14, 2020Dec 14, 2020

    • PareCO

      Public
      The repository for PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks
      Python
      •1•1•0•0•Updated Jul 24, 2020Jul 24, 2020

    • AdaScale

      Public
      code for AdaScale MLSys'19 https://proceedings.mlsys.org/book/275.pdf
      Python
      •
      Apache License 2.0
      •1•5•1•0•Updated Jun 24, 2020Jun 24, 2020

    • LeGR

      Public
      CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"
      Python
      •
      Apache License 2.0
      •16•114•2•0•Updated Mar 17, 2020Mar 17, 2020

    • VirtualPooling

      Public
      C++
      •
      Other
      •0•4•0•0•Updated Jan 11, 2020Jan 11, 2020

    • NeuralPower

      Public
      The code for paper: Neuralpower: Predict and deploy energy-efficient convolutional neural networks
      Python
      •
      Apache License 2.0
      •8•24•6•0•Updated Jul 10, 2019Jul 10, 2019

    • DistributionLoss

      Public
      Source code for paper "Regularizing Activation Distribution for Training Binarized Deep Networks"
      0•1•0•0•Updated Apr 8, 2019Apr 8, 2019

    • Label-Granularity

      Public
      Understanding the Impact of Label Granularity on CNN-based Image Classification
      Jupyter Notebook
      •
      MIT License
      •3•5•0•0•Updated Sep 13, 2018Sep 13, 2018

    • hyperpower

      Public
      Hardware-aware Neural Network (Keras+TensorFlow) Hyper-parameter Optimization (Bayesian optimization)
      Python
      •
      MIT License
      •3•6•1•0•Updated May 16, 2018May 16, 2018
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