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    22 repositories

    • neural-compressor

      Public
      SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
      Python
      •
      Apache License 2.0
      •282•1•0•0•Updated Jun 27, 2025Jun 27, 2025

    • nanotron

      Public
      Minimalistic large language model 3D-parallelism training
      Python
      •
      Apache License 2.0
      •251•0•0•0•Updated Dec 11, 2024Dec 11, 2024

    • opro

      Public
      official code for "Large Language Models as Optimizers"
      Python
      •
      Apache License 2.0
      •86•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • AI-Scientist

      Public
      The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬
      Jupyter Notebook
      •
      Apache License 2.0
      •1.7k•0•0•0•Updated Oct 19, 2024Oct 19, 2024

    • optimum

      Public
      🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
      Python
      •
      Apache License 2.0
      •601•0•0•0•Updated Oct 16, 2024Oct 16, 2024

    • RADIO

      Public
      Official repository for "AM-RADIO: Reduce All Domains Into One"
      Python
      •
      Other
      •50•0•0•0•Updated Oct 16, 2024Oct 16, 2024

    • Compact-Language-Models-via-Pruning-and-Knowledge-Distillation

      Public
      Unofficial implementation of https://arxiv.org/pdf/2407.14679
      Python
      •12•0•0•0•Updated Sep 7, 2024Sep 7, 2024

    • GP-for-pde-solving

      Public
      Python
      •3•0•0•0•Updated Sep 4, 2024Sep 4, 2024

    • baa-ngp

      Public
      This repository contains the official Implementation for "BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives".
      Python
      •
      MIT License
      •6•0•0•0•Updated Sep 3, 2024Sep 3, 2024

    • Incremental-Neural-Videos-with-PyTorch

      Public
      Incremental-Neural-Videos-with-PyTorch*
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 2, 2024Sep 2, 2024

    • neural-speed

      Public
      An innovative library for efficient LLM inference via low-bit quantization
      C++
      •
      Apache License 2.0
      •39•0•0•0•Updated Aug 30, 2024Aug 30, 2024

    • torchdistill

      Public
      A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
      Python
      •
      MIT License
      •138•0•0•0•Updated Aug 30, 2024Aug 30, 2024

    • Model-Compression-Research-Package

      Public
      A library for researching neural networks compression and acceleration methods.
      Python
      •
      Apache License 2.0
      •26•0•0•0•Updated Aug 30, 2024Aug 30, 2024

    • shell_gpt

      Public
      A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.
      Python
      •
      MIT License
      •926•0•0•0•Updated Aug 29, 2024Aug 29, 2024

    • awesome-knowledge-distillation

      Public
      Awesome Knowledge Distillation
      Apache License 2.0
      •513•0•0•0•Updated Aug 26, 2024Aug 26, 2024

    • KAIROS

      Public
      Scoring and analysis software for the evaluation of Knowledge Directed Artificial Intelligence Reasoning Over Schemas (KAIROS)
      Python
      •
      Other
      •4•0•0•0•Updated May 3, 2024May 3, 2024

    • PlotNeuralNet

      Public
      Latex code for making neural networks diagrams
      TeX
      •
      MIT License
      •3k•0•0•0•Updated Aug 21, 2023Aug 21, 2023

    • NeuronBlocks

      Public
      NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
      Python
      •
      MIT License
      •193•0•0•0•Updated Jul 22, 2023Jul 22, 2023

    • knowledge-distillation-pytorch

      Public
      A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
      Python
      •
      MIT License
      •350•0•0•0•Updated Mar 25, 2023Mar 25, 2023

    • nn_pruning

      Public
      Prune a model while finetuning or training.
      Jupyter Notebook
      •
      Apache License 2.0
      •62•0•0•0•Updated Jun 21, 2022Jun 21, 2022

    • DNNsim

      Public
      C++
      •13•0•0•0•Updated Jul 9, 2020Jul 9, 2020

    • attention-transfer

      Public
      Improving Convolutional Networks via Attention Transfer (ICLR 2017)
      Jupyter Notebook
      •274•0•0•0•Updated Jul 11, 2018Jul 11, 2018