A generalized framework for subspace tuning methods in parameter efficient fine-tuning.
☆183Jan 29, 2026Updated 9 months ago
Alternatives and similar repositories for Subspace-Tuning
Users that are interested in Subspace-Tuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆44Jul 22, 2024Updated 2 years ago
- ☆15Nov 7, 2024Updated last year
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆432Jun 30, 2025Updated last year
- Awesome-Low-Rank-Adaptation☆134Oct 13, 2024Updated 2 years ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆52Oct 20, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆126Jul 6, 2024Updated 2 years ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆242Dec 3, 2024Updated last year
- ☆34Nov 12, 2023Updated 2 years ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆60Jan 13, 2025Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆87Mar 5, 2024Updated 2 years ago
- ☆216Nov 25, 2025Updated 11 months ago
- [ICLR25] Official Implementation of "Decoupling Angles and Strength in Low-rank Adaptation"☆15Dec 12, 2025Updated 10 months ago
- Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach, CVPR 2024☆27Jul 25, 2024Updated 2 years ago
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated 2 years ago
- 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.
- [ICML2025 Oral] LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently☆36Oct 22, 2025Updated last year
- Adapters Strike Back (CVPR 2024)☆43Jul 24, 2024Updated 2 years ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆150Apr 8, 2025Updated last year
- Parameter-Efficient Fine-Tuning for Foundation Models☆113Sep 8, 2026Updated last month
- Awesome Low-Rank Adaptation☆62Apr 20, 2026Updated 6 months ago
- [NAACL 2025] MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning☆23May 31, 2025Updated last year
- Collection of awesome parameter-efficient fine-tuning resources.☆588Dec 10, 2025Updated 10 months ago
- MiSS is a novel PEFT method that features a low-rank structure but introduces a new update mechanism distinct from LoRA, achieving an exc…☆37Mar 9, 2026Updated 7 months ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆40Jan 9, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Learning adapter weights from task descriptions☆21Nov 12, 2023Updated 2 years ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆403Apr 29, 2024Updated 2 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆795Updated this week
- Repo for "STAR: Spectral Truncation and Rescale for Model Merging" [NAACL 2025]☆11Oct 22, 2026Updated last week
- CVPR2025-Multi-party Collaborative Attention Control for Image Customization☆17May 14, 2025Updated last year
- An Efficient "Factory" to Build Multiple LoRA Adapters☆386Feb 13, 2025Updated last year
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆57Aug 2, 2025Updated last year
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆399Jun 1, 2023Updated 3 years ago
- [ICML2024 Spotlight] Fine-Tuning Pre-trained Large Language Models Sparsely☆24Jun 26, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?☆117Oct 21, 2024Updated 2 years ago
- [NeurIPS 2024] VeLoRA : Memory Efficient Training using Rank-1 Sub-Token Projections☆22Oct 15, 2024Updated 2 years ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆17Jul 18, 2024Updated 2 years ago
- [CVPR 2025] LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs☆15Jun 20, 2025Updated last year
- ☆36Aug 23, 2023Updated 3 years ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆40Feb 27, 2024Updated 2 years ago
- Official PyTorch implementation of our CVPR 2025 paper, "LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning."☆19Mar 28, 2025Updated last year