neural-compressor VS Lion

Compare neural-compressor vs Lion and see what are their differences.

neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime (by intel)

Lion

Code for "Lion: Adversarial Distillation of Proprietary Large Language Models (EMNLP 2023)" (by YJiangcm)
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neural-compressor Lion
3 1
1,985 192
5.0% -
9.8 8.9
2 days ago 3 months ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

neural-compressor

Posts with mentions or reviews of neural-compressor. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-26.

Lion

Posts with mentions or reviews of Lion. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-02.

What are some alternatives?

When comparing neural-compressor and Lion you can also consider the following projects:

openvino - OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

PaddleClas - A treasure chest for visual classification and recognition powered by PaddlePaddle

tflite-micro - Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

DWPose - "Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)

mmrazor - OpenMMLab Model Compression Toolbox and Benchmark.

bitsandbytes - Accessible large language models via k-bit quantization for PyTorch.

nebuly - The user analytics platform for LLMs

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

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

LMFlow - An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

tvm - Open deep learning compiler stack for cpu, gpu and specialized accelerators

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