[NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
☆239Dec 3, 2024Updated last year
Alternatives and similar repositories for HydraLoRA
Users that are interested in HydraLoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆403Apr 29, 2024Updated 2 years ago
- ☆126Jul 6, 2024Updated last year
- Awesome-Low-Rank-Adaptation☆132Oct 13, 2024Updated last year
- Latest Advances on Federated LLM Learning☆111Jul 7, 2025Updated 11 months ago
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆206Aug 22, 2024Updated last year
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆15Jun 26, 2025Updated 11 months ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆182Jan 29, 2026Updated 4 months ago
- ☆119Jan 2, 2025Updated last year
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆64Apr 17, 2025Updated last year
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).☆43Oct 15, 2024Updated last year
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆150Apr 8, 2025Updated last year
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)☆17Nov 15, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICLR'25] Code for KaSA, an official implementation of "KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models"☆22Jan 16, 2025Updated last year
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆977Mar 24, 2026Updated 2 months ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆389Jun 1, 2023Updated 3 years ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated 3 months ago
- ☆276Oct 31, 2023Updated 2 years ago
- ☆12Jul 30, 2025Updated 10 months ago
- PyTorch implementation of "From Sparse to Soft Mixtures of Experts"☆72Aug 22, 2023Updated 2 years ago
- This is the official code repository for the paper: Towards General Continuous Memory for Vision-Language Models.☆29Jul 3, 2025Updated 11 months ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆12Jun 7, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆41Feb 27, 2024Updated 2 years ago
- ☆32Dec 17, 2025Updated 5 months ago
- RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations☆19Oct 13, 2025Updated 8 months ago
- MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark☆91Jun 7, 2026Updated last week
- Code for Research Project TLDR☆25Jul 28, 2025Updated 10 months ago
- AdaMoLE: Adaptive Mixture of LoRA Experts☆38Oct 11, 2024Updated last year
- [ECCV 2024] Online Continuous Generalized Category Discovery☆13Oct 6, 2024Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Aug 18, 2023Updated 2 years ago
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆12Jul 22, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation☆47Apr 21, 2026Updated last month
- [SIGIR'24] The official implementation code of MOELoRA.☆192Jul 22, 2024Updated last year
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆22Aug 28, 2025Updated 9 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆156Sep 21, 2024Updated last year
- Official repository for FLAME-MoE: A Transparent End-to-End Research Platform for Mixture-of-Experts Language Models☆39Sep 19, 2025Updated 8 months ago
- ☆44Jul 22, 2024Updated last year
- ☆14May 4, 2024Updated 2 years ago