[COLM 2025] LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation
☆175Jul 8, 2025Updated last year
Alternatives and similar repositories for LoRI
Users that are interested in LoRI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- Code for SafeMERGE (ACL 2026).☆15Oct 2, 2026Updated last week
- ☆36Aug 23, 2023Updated 3 years ago
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated 2 years ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆33Feb 18, 2026Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆126Jul 6, 2024Updated 2 years ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆182Jan 29, 2026Updated 8 months ago
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆33Feb 19, 2025Updated last year
- Pytorch code for NeurIPS 2025 paper "Accurate and Efficient Low-Rank Model Merging in Core Space"☆42Feb 2, 2026Updated 8 months ago
- [NeurIPS 2025] MergeBench: A Benchmark for Merging Domain-Specialized LLMs☆52Aug 28, 2026Updated last month
- Codes for Merging Large Language Models☆37Aug 7, 2024Updated 2 years ago
- ☆27May 12, 2026Updated 4 months ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 3 years ago
- ☆35Feb 10, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆79Mar 10, 2026Updated 7 months ago
- ☆15Nov 7, 2024Updated last year
- ☆44Jul 22, 2024Updated 2 years ago
- Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".☆23May 23, 2025Updated last year
- Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach, CVPR 2024☆27Jul 25, 2024Updated 2 years ago
- [ICLR 2026] Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models☆31Mar 21, 2026Updated 6 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆793Updated this week
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆40Feb 27, 2024Updated 2 years ago
- ICLR 2026 "OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging".☆60Jun 18, 2026Updated 3 months ago
- 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.
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆52Oct 20, 2025Updated 11 months ago
- Understanding ComfyUI seed☆16May 25, 2024Updated 2 years ago
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year
- ☆19Nov 30, 2024Updated last year
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆56Aug 2, 2025Updated last year
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆242Dec 3, 2024Updated last year
- ☆14Jan 10, 2025Updated last year
- Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"☆96Sep 10, 2023Updated 3 years ago
- Code for the paper "AsFT: Anchoring Safety During LLM Fune-Tuning Within Narrow Safety Basin".☆38Jul 10, 2025Updated 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.
- [arXiv] "Linear Dynamics in the RLVR Training of Large Language Models"☆20May 25, 2026Updated 4 months ago
- [ECCV24] The official code repository for paper "Training-Free Model Merging for Multi-target Domain Adaptation".☆18Sep 27, 2024Updated 2 years ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆404Apr 29, 2024Updated 2 years 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
- Learning from Mixed Rollouts: Logit Fusion as a Bridge Between Imitation and Exploration☆18Feb 24, 2026Updated 7 months ago
- This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).☆44Oct 15, 2024Updated last year
- Delta-CoMe can achieve near loss-less 1-bit compressin which has been accepted by NeurIPS 2024☆59Nov 16, 2024Updated last year