ChasonShi / MELoRA
code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"
☆16Updated this week
Alternatives and similar repositories for MELoRA:
Users that are interested in MELoRA are comparing it to the libraries listed below
- ☆123Updated 6 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆29Updated last month
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆110Updated 3 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆31Updated 7 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆35Updated 10 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆44Updated 3 months ago
- Codes for Merging Large Language Models☆29Updated 6 months ago
- ☆17Updated 2 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆48Updated 2 months ago
- Awesome Low-Rank Adaptation☆28Updated 5 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆102Updated 3 months ago
- Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)☆13Updated 6 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆23Updated 4 months ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆96Updated 10 months ago
- (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆18Updated 2 months ago
- The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"☆42Updated 3 weeks ago
- [EMNLP 2023 Main] Sparse Low-rank Adaptation of Pre-trained Language Models☆72Updated 11 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆69Updated 3 weeks ago
- [EMNLP 2024 Findings🔥] Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Infe…☆91Updated 3 months ago
- ☆61Updated 8 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆33Updated 10 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆29Updated 3 months ago
- Source code of EMNLP 2022 Findings paper "SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters"☆18Updated 10 months ago
- ☆20Updated 7 months ago
- ☆93Updated 7 months ago
- M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆55Updated last month
- A Survey on the Honesty of Large Language Models☆53Updated 2 months ago