snudm-starlab / K-pruneLinks
Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models (ICLR 2024)
☆14Updated 4 months ago
Alternatives and similar repositories for K-prune
Users that are interested in K-prune are comparing it to the libraries listed below
Sorting:
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆50Updated last year
- Official code implementation for 2025 ICLR accepted paper "Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"☆45Updated 2 weeks ago
- SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning (ICLR 2025)☆28Updated 8 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆66Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆66Updated 6 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
- Awesome Low-Rank Adaptation☆48Updated 2 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆64Updated 7 months ago
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆88Updated last year
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆45Updated last year
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆125Updated 2 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆116Updated 3 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆37Updated 8 months ago
- ☆47Updated 11 months ago
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆28Updated 7 months ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆33Updated 11 months ago
- ☆51Updated last year
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- Awesome-Low-Rank-Adaptation☆116Updated last year
- [ICLR 2024] The Need for Speed: Pruning Transformers with One Recipe☆29Updated last year
- ☆59Updated 10 months ago
- [ICLR 2025] Mixture Compressor for Mixture-of-Experts LLMs Gains More☆57Updated 8 months ago
- ☆10Updated last year
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆61Updated last year
- Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models☆48Updated 11 months ago
- ☆61Updated 2 years ago
- Official PyTorch implementation of DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs (ICML 2025 Oral)☆43Updated 3 months ago
- It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]☆29Updated 3 years ago
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆95Updated 3 months ago
- ☆28Updated 7 months ago