Official implementation for LaCo (EMNLP 2024 Findings)
☆21Oct 3, 2024Updated last year
Alternatives and similar repositories for LaCo
Users that are interested in LaCo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated 8 months ago
- A block pruning framework for LLMs.☆28May 17, 2025Updated 10 months ago
- ☆23Nov 26, 2024Updated last year
- RL-Pruner: Structured Pruning Using Reinforcement Learning for CNN Compression and Acceleration☆27Jun 8, 2025Updated 9 months ago
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆33Jun 9, 2025Updated 9 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆72Jan 6, 2024Updated 2 years ago
- PyTorch implementation of Language model compression with weighted low-rank factorization☆13Jun 28, 2023Updated 2 years ago
- [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers☆105Dec 30, 2024Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆67Mar 27, 2025Updated last year
- A simple and effective LLM pruning approach.☆858Aug 9, 2024Updated last year
- An unofficial re-implementation of Graph Structure of Neural Networks (Jiaxuan You · Kaiming He · Jure Leskovec · Saining Xie) ICML 2020☆10Jul 27, 2020Updated 5 years ago
- Prune transformer layers☆74May 30, 2024Updated last year
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆14Mar 30, 2024Updated 2 years ago
- ☆30Jul 22, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [CVPR '24] Official implementation of the paper "Multiflow: Shifting Towards Task-Agnostic Vision-Language Pruning".☆23Mar 7, 2025Updated last year
- ☆13Jul 3, 2024Updated last year
- Targeted Data Generation with Large Language Models☆19Jun 25, 2024Updated last year
- [NeurIPS 2025@FoRLM] R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search☆17Jan 24, 2026Updated 2 months ago
- Official implementation of "ConViS-Bench: Estimating Video Similarity Through Semantic Concepts", NeurIPS 2025☆25Nov 28, 2025Updated 4 months ago
- [CVPR '23 Highlight] Official repository for the paper "Quantum Multi-Model Fitting".☆11Mar 7, 2025Updated last year
- Official repo of the paper “AL-GTD: Deep Active Learning for Gaze Target Detection” (ACMMM2024)☆12Nov 29, 2024Updated last year
- ☆20Nov 26, 2025Updated 4 months ago
- Pruning applied to Facial Recognition.☆14Jun 19, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆90Feb 28, 2026Updated last month
- ☆40Nov 22, 2025Updated 4 months ago
- udp并发实现代码，含udp server，udp client请求建立测试代码☆16Oct 26, 2024Updated last year
- Sparse Neural Network Tools☆12Jul 15, 2024Updated last year
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆18Apr 16, 2025Updated 11 months ago
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 2 years ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆45Nov 11, 2023Updated 2 years ago
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Pruning the VLLMs☆106Dec 9, 2024Updated last year
- ☆11Mar 15, 2023Updated 3 years ago
- Pruning is all you need (hopefully)☆12Sep 7, 2022Updated 3 years ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,113Oct 7, 2024Updated last year
- 非雇员OD管理复盘与面试改进思考☆16Jul 2, 2025Updated 8 months ago
- ☆16Jul 20, 2025Updated 8 months ago
- Pytorch implementation of WIPA: Super-resolution of very low-resolution face images with a Wavelet Integrated, Identity Preserving, Adver…☆11Jul 25, 2022Updated 3 years ago