Model-optimization Alternatives

Similar projects and alternatives to model-optimization

• deepsparse

  21 2,873 9.5 Python model-optimization VS deepsparse

  Sparsity-aware deep learning inference runtime for CPUs

  

• qkeras

  3 522 6.6 Python model-optimization VS qkeras

  QKeras: a quantization deep learning library for Tensorflow Keras

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• sparseml

  12 1,974 9.6 Python model-optimization VS sparseml

  Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

  

• 3d-model-convert-to-gltf

  1 231 0.0 Python model-optimization VS 3d-model-convert-to-gltf

  Convert 3d model (STL/IGES/STEP/OBJ/FBX) to gltf and compression

• aimet

  2 1,900 9.6 Python model-optimization VS aimet

  AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

  

• larq

  2 693 7.5 Python model-optimization VS larq

  An Open-Source Library for Training Binarized Neural Networks

  

• only_train_once

  1 260 9.1 Python model-optimization VS only_train_once

  OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• nncf

  2 777 9.7 Python model-optimization VS nncf

  Neural Network Compression Framework for enhanced OpenVINO™ inference

  

• Torch-Pruning

  2 2,288 9.6 Python model-optimization VS Torch-Pruning

  [CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

• Pretrained-Language-Model

  1 2,956 6.1 Python model-optimization VS Pretrained-Language-Model

  Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.