Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 6 Pruning Algorithms Open Source Projects

Open source projects categorized as Pruning Algorithms
Categories > Pruning Algorithms
Sparseml ⭐ 1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 5total releases 37most recent commit 3 months agopypi sparseml} Downloads
Llm Pruner ⭐ 616
[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.
most recent commit a month ago
Awesome Efficient Llm ⭐ 521
A curated list for Efficient Large Language Models
most recent commit 3 months ago
Torchprune ⭐ 130
A research library for pytorch-based neural network pruning, compression, and more.
most recent commit a year ago
Model_optimizer_tf ⭐ 39
Model optimizer used in Adlik.
most recent commit a year ago
Flap ⭐ 6
[AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
most recent commit 4 months ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.