yangyifei729 / LaCoLinks
Official implementation for LaCo (EMNLP 2024 Findings)
☆17Updated 10 months ago
Alternatives and similar repositories for LaCo
Users that are interested in LaCo are comparing it to the libraries listed below
Sorting:
- ☆20Updated 9 months ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆59Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆64Updated 5 months ago
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆31Updated 4 months ago
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆117Updated 3 weeks ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆44Updated last year
- ☆51Updated last year
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆72Updated last year
- ☆57Updated 8 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆38Updated 6 months ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆73Updated last month
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆13Updated 4 months ago
- A block pruning framework for LLMs.☆24Updated 3 months ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆21Updated 5 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆49Updated last year
- ☆45Updated 9 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆76Updated 10 months ago
- ☆26Updated last month
- Awesome list for LLM pruning.☆255Updated this week
- ☆59Updated last year
- [ICCAD 2025] Squant☆15Updated last month
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆90Updated 2 months ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆165Updated 10 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆92Updated 2 months ago
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆64Updated 5 months ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆14Updated last year
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆85Updated 11 months ago
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆37Updated 11 months ago