[NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
☆232Dec 3, 2024Updated last year
Alternatives and similar repositories for HydraLoRA
Users that are interested in HydraLoRA are comparing it to the libraries listed below
Sorting:
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆401Apr 29, 2024Updated last year
- ☆126Jul 6, 2024Updated last year
- ☆13Jun 26, 2024Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆172Jan 29, 2026Updated last month
- Awesome-Low-Rank-Adaptation☆128Oct 13, 2024Updated last year
- This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).☆42Oct 15, 2024Updated last year
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆59Apr 17, 2025Updated 10 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆144Apr 8, 2025Updated 10 months ago
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆14Jun 26, 2025Updated 8 months ago
- This is the official code repository for the paper: Towards General Continuous Memory for Vision-Language Models.☆21Jul 3, 2025Updated 8 months ago
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated 2 weeks ago
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆940Oct 1, 2024Updated last year
- [ICRA 2024] Official PyTorch Implementation of ''Human Observation-Inspired Trajectory Prediction for Autonomous Driving in Mixed-Autonom…☆12Feb 29, 2024Updated 2 years ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Apr 4, 2024Updated last year
- AdaMoLE: Adaptive Mixture of LoRA Experts☆38Oct 11, 2024Updated last year
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆369Jun 1, 2023Updated 2 years ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆409Jun 30, 2025Updated 8 months ago
- PyTorch implementation of "From Sparse to Soft Mixtures of Experts"☆68Aug 22, 2023Updated 2 years ago
- ☆20Oct 13, 2024Updated last year
- RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations☆19Oct 13, 2025Updated 4 months ago
- [ICLR'25] Code for KaSA, an official implementation of "KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models"☆20Jan 16, 2025Updated last year
- ☆274Oct 31, 2023Updated 2 years ago
- FFNet: MetaMixer-based Efficient Convolutional Mixer Design☆31Mar 11, 2025Updated 11 months ago
- ☆33Dec 17, 2025Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆153Sep 21, 2024Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Aug 18, 2023Updated 2 years ago
- ☆37Oct 17, 2025Updated 4 months ago
- ☆218Nov 25, 2025Updated 3 months ago
- [ ICLR 2025 ] Making LLMs More Effective with Hierarchical Mixture of LoRA Experts☆28Oct 9, 2025Updated 4 months ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆38Sep 24, 2024Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆77Mar 1, 2025Updated last year
- Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"☆27Dec 21, 2025Updated 2 months ago
- ☆50Mar 14, 2025Updated 11 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆38Feb 27, 2024Updated 2 years ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆79Jul 29, 2025Updated 7 months ago
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆22Aug 28, 2025Updated 6 months ago
- Official Implementation of MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models☆12Nov 1, 2025Updated 4 months ago