Yuheng2000 / Awesome-LoRA
Awesome Low-Rank Adaptation
☆34Updated 6 months ago
Alternatives and similar repositories for Awesome-LoRA:
Users that are interested in Awesome-LoRA are comparing it to the libraries listed below
- Awesome-Low-Rank-Adaptation☆87Updated 5 months ago
- Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)☆15Updated 7 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆72Updated 5 months ago
- Accepted LLM Papers in NeurIPS 2024☆34Updated 5 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆35Updated 2 months ago
- [EMNLP 2023 Main] Sparse Low-rank Adaptation of Pre-trained Language Models☆72Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆55Updated last month
- Codes for Merging Large Language Models☆28Updated 7 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆52Updated 3 weeks ago
- ☆131Updated 8 months ago
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆19Updated last month
- A curated list of Model Merging methods.☆91Updated 6 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆30Updated 4 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆34Updated 11 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆177Updated 3 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆152Updated 7 months ago
- ☆45Updated 4 months ago
- ☆17Updated 4 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆42Updated 5 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆36Updated 4 months ago
- A curated list of resources for activation engineering☆46Updated 2 weeks ago
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆31Updated 3 weeks ago
- ☆10Updated 11 months ago
- ☆81Updated 3 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆56Updated 6 months ago
- ☆15Updated 6 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆19Updated 6 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆37Updated 3 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆33Updated 2 months ago
- A block pruning framework for LLMs.☆19Updated 9 months ago