Yuheng2000 / Awesome-LoRALinks
Awesome Low-Rank Adaptation
☆52Updated 3 months ago
Alternatives and similar repositories for Awesome-LoRA
Users that are interested in Awesome-LoRA are comparing it to the libraries listed below
Sorting:
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆229Updated 11 months ago
- Awesome-Low-Rank-Adaptation☆119Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆94Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆71Updated 8 months ago
- ☆30Updated last year
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆195Updated last year
- ☆179Updated 5 months ago
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆83Updated last year
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆143Updated 4 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆80Updated 4 months ago
- ☆123Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆158Updated 4 months ago
- ☆130Updated 7 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 8 months ago
- A curated list of Model Merging methods.☆92Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆86Updated 11 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆275Updated last week
- ☆53Updated 11 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆127Updated 7 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆81Updated 10 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆22Updated last year
- ☆163Updated last year
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆52Updated 9 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated last year
- ☆27Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆35Updated last year
- 📜 Paper list on decoding methods for LLMs and LVLMs☆61Updated 4 months ago
- AdaMoLE: Adaptive Mixture of LoRA Experts☆37Updated last year