pixeli99 / OwLoreLinks
Official Pytorch Implementation of "OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning" by Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei Liu
☆32Updated last year
Alternatives and similar repositories for OwLore
Users that are interested in OwLore are comparing it to the libraries listed below
Sorting:
- ☆18Updated 6 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆31Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆59Updated 3 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆47Updated last year
- Codes for Merging Large Language Models☆31Updated 9 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆117Updated last month
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆21Updated 8 months ago
- ☆54Updated 5 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆82Updated 7 months ago
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆76Updated last year
- A curated list of Model Merging methods.☆92Updated 8 months ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆162Updated last year
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆23Updated 2 months ago
- Awesome-Low-Rank-Adaptation☆102Updated 7 months ago
- A block pruning framework for LLMs.☆23Updated 2 weeks ago
- ☆105Updated 11 months ago
- Code release for VTW (AAAI 2025) Oral☆43Updated 4 months ago
- Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)☆20Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆44Updated 7 months ago
- A Sober Look at Language Model Reasoning☆52Updated last week
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆38Updated 11 months ago
- ☆29Updated last year
- ☆17Updated 6 months ago
- ☆74Updated 2 weeks ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆45Updated 7 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆31Updated 6 months ago
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆35Updated last year
- ☆105Updated 2 months ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Updated last year