Official implementation for LaCo (EMNLP 2024 Findings)
☆22Oct 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:
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆44Feb 4, 2025Updated last year
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated last year
- A block pruning framework for LLMs.☆28May 17, 2025Updated last year
- ☆23Nov 26, 2024Updated last year
- RL-Pruner: Structured Pruning Using Reinforcement Learning for CNN Compression and Acceleration☆29Jun 8, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆63Dec 15, 2024Updated last year
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆25Nov 11, 2025Updated 10 months ago
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆45May 1, 2025Updated last year
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆76Jan 6, 2024Updated 2 years ago
- [ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen…☆28Aug 29, 2023Updated 3 years ago
- ☆16Jun 13, 2024Updated 2 years ago
- [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers☆103Dec 30, 2024Updated last year
- [ICML 2025] Retraining-Free Merging of Sparse MoE via Hierarchical Clustering☆25Oct 26, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆71Mar 27, 2025Updated last year
- PyTorch implementation of Language model compression with weighted low-rank factorization☆14Jun 28, 2023Updated 3 years ago
- [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration☆31Feb 11, 2023Updated 3 years ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated 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 2 years ago
- An unofficial re-implementation of Graph Structure of Neural Networks (Jiaxuan You · Kaiming He · Jure Leskovec · Saining Xie) ICML 2020☆10Jul 27, 2020Updated 6 years ago
- [CVPR '24] Official implementation of the paper "Multiflow: Shifting Towards Task-Agnostic Vision-Language Pruning".☆24Mar 7, 2025Updated last year
- A simple and effective LLM pruning approach.☆878Aug 9, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Prune transformer layers☆75Updated this week
- ☆13Jul 3, 2024Updated 2 years ago
- Targeted Data Generation with Large Language Models☆19Jun 25, 2024Updated 2 years ago
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆191Jan 1, 2025Updated last year
- [TMLR 2025] Efficient Reasoning Models: A Survey☆321Jun 26, 2026Updated 3 months ago
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆86Mar 25, 2025Updated last year
- Official repo of the paper “AL-GTD: Deep Active Learning for Gaze Target Detection” (ACMMM2024)☆12Jul 23, 2026Updated 2 months ago
- Pruning applied to Facial Recognition.☆14Jun 19, 2019Updated 7 years ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆92Aug 22, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- KV cache compression via sparse coding☆18Oct 26, 2025Updated 11 months ago
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 6 months ago
- Pruning the VLLMs☆106Dec 9, 2024Updated 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 3 years ago
- This repository provides a collection of LaTeX class templates designed to enhance the clarity and conciseness of the main.tex files. It …☆13Sep 11, 2026Updated 2 weeks ago
- ☆11Mar 15, 2023Updated 3 years ago
- [ICLR 2025, IEEE TPAMI 2026] Mixture Compressor & MC#☆79Feb 12, 2025Updated last year