TsinghuaC3I / SoRALinks
[EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models
☆83Updated last year
Alternatives and similar repositories for SoRA
Users that are interested in SoRA are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆70Updated 8 months ago
- ☆30Updated 2 years ago
- A curated list of Model Merging methods.☆92Updated last year
- ☆120Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆157Updated 4 months ago
- ☆161Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆94Updated last year
- Codes for Merging Large Language Models☆33Updated last year
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆227Updated 10 months ago
- ☆148Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆35Updated last year
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆133Updated 6 months ago
- ☆41Updated 2 years ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆97Updated last year
- ☆129Updated 7 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆131Updated 3 months ago
- Awesome-Low-Rank-Adaptation☆118Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated last year
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆45Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆184Updated last year
- [NeurIPS25 Spotlight] EMPO, A Fully Unsupervised RLVR Method☆71Updated this week
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆36Updated 11 months ago
- [NeurIPS 2024] A Novel Rank-Based Metric for Evaluating Large Language Models☆54Updated 5 months ago
- ☆213Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆44Updated 4 months ago
- ☆28Updated last year
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆32Updated 8 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆22Updated last year
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆125Updated 7 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 8 months ago