Alternatives and similar repositories for nncf

Users that are interested in nncf are comparing it to the libraries listed below

• onnx / optimizer
  ONNX Optimizer
  ☆795Updated this week
• ThanatosShinji / onnx-tool
  A parser, editor and profiler tool for ONNX models.
  ☆476Updated 2 months ago
• microsoft / onnxconverter-common
  Common utilities for ONNX converters
  ☆292Updated last month
• intel / neural-compressor
  SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, …
  ☆2,574Updated last week
• ZhangGe6 / onnx-modifier
  A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.
  ☆1,605Updated 2 months ago
• SonySemiconductorSolutions / mct-model-optimization
  Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…
  ☆432Updated last week
• ENOT-AutoDL / onnx2torch
  Convert ONNX models to PyTorch.
  ☆724Updated 3 months ago
• quic / aimet
  AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
  ☆2,547Updated this week
• microsoft / onnxscript
  ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.
  ☆420Updated this week
• ModelTC / MQBench
  Model Quantization Benchmark
  ☆856Updated 9 months ago
• alibaba / TinyNeuralNetwork
  TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
  ☆862Updated last month
• Talmaj / onnx2pytorch
  Transform ONNX model to PyTorch representation
  ☆345Updated 2 months ago
• microsoft / onnxruntime-extensions
  onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime
  ☆437Updated last month
• pytorch / TensorRT
  PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
  ☆2,937Updated this week
• huggingface / optimum-intel
  🤗 Optimum Intel: Accelerate inference with Intel optimization tools
  ☆531Updated this week
• NVIDIA / Model-Optimizer
  A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresse…
  ☆1,896Updated this week
• onnx / onnx-tensorrt
  ONNX-TensorRT: TensorRT backend for ONNX
  ☆3,183Updated 2 months ago
• PINTO0309 / onnx2tf
  Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massiv…
  ☆911Updated last week
• quic / aimet-model-zoo
  ☆340Updated 2 years ago
• mlcommons / inference
  Reference implementations of MLPerf® inference benchmarks
  ☆1,522Updated this week
• daquexian / onnx-simplifier
  Simplify your onnx model
  ☆4,285Updated this week
• onnx / onnx-mlir
  Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
  ☆970Updated this week
• huawei-noah / bolt
  Bolt is a deep learning library with high performance and heterogeneous flexibility.
  ☆955Updated 9 months ago
• PINTO0309 / simple-onnx-processing-tools
  A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change op…
  ☆303Updated last year
• Tencent / TPAT
  TensorRT Plugin Autogen Tool
  ☆367Updated 2 years ago
• rmccorm4 / tensorrt-utils
  ⚡ Useful scripts when using TensorRT
  ☆237Updated 5 years ago
• intel / intel-extension-for-pytorch
  A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
  ☆2,008Updated last week
• zerollzeng / tiny-tensorrt
  Deploy your model with TensorRT quickly.
  ☆764Updated 2 years ago
• onnx / tensorflow-onnx
  Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
  ☆2,513Updated 4 months ago
• microsoft / nn-Meter
  A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
  ☆363Updated last year