Clin0212 / HydraLoRA
[NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
☆142Updated last month
Alternatives and similar repositories for HydraLoRA:
Users that are interested in HydraLoRA are comparing it to the libraries listed below
- ☆91Updated 6 months ago
- Awesome-Low-Rank-Adaptation☆61Updated 3 months ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆120Updated last week
- ☆137Updated 4 months ago
- ☆121Updated 5 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆42Updated 2 months ago
- [EMNLP 2023 Main] Sparse Low-rank Adaptation of Pre-trained Language Models☆70Updated 10 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆94Updated 2 months ago
- ☆40Updated last month
- ☆169Updated 2 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆17Updated this week
- [EMNLP 2024 Findings🔥] Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Infe…☆88Updated 2 months ago
- ☆17Updated 7 months ago
- ☆159Updated 6 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆47Updated last month
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆270Updated 8 months ago
- 🚀LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆64Updated last month
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆41Updated this week
- A curated list of Model Merging methods.☆89Updated 4 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆119Updated 4 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆109Updated 8 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆33Updated 9 months ago
- Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)☆12Updated 5 months ago
- A curated list of awesome Multimodal studies.☆122Updated this week
- Survey on Data-centric Large Language Models☆72Updated 6 months ago
- Codes for Merging Large Language Models☆27Updated 5 months ago
- AdaMoLE: Adaptive Mixture of LoRA Experts☆20Updated 3 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆61Updated 2 months ago
- ☆45Updated last month