NJUDeepEngine / meteoraLinks
This repository contains the implementation of the paper "MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models".
☆24Updated 8 months ago
Alternatives and similar repositories for meteora
Users that are interested in meteora are comparing it to the libraries listed below
Sorting:
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆37Updated last year
- ☆51Updated 2 years ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 9 months ago
- ThinK: Thinner Key Cache by Query-Driven Pruning☆27Updated 11 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆100Updated last year
- ☆14Updated last year
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆124Updated 6 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Updated last year
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆30Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆47Updated last year
- A Sober Look at Language Model Reasoning☆92Updated 2 months ago
- A family of efficient edge language models in 100M~1B sizes.☆19Updated 11 months ago
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆52Updated 9 months ago
- Test-time-training on nearest neighbors for large language models☆49Updated last year
- ☆23Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆76Updated 11 months ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆195Updated last year
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆40Updated 2 years ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆152Updated 6 months ago
- official code for paper Probing the Decision Boundaries of In-context Learning in Large Language Models. https://arxiv.org/abs/2406.11233…☆19Updated 6 months ago
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆27Updated 6 months ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆22Updated 3 months ago
- ☆57Updated 2 years ago
- Official Pytorch Implementation of "Outlier-weighed Layerwise Sampling for LLM Fine-tuning" by Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei …☆35Updated 7 months ago
- 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 repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated last month
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆87Updated 2 years ago
- Using PyTorch autograd to compute Hessian of Perplexity for Large Language Models☆27Updated 9 months ago
- ☆78Updated last year
- ☆34Updated 8 months ago