[ICML 2025] No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces (official repository)
☆47Aug 7, 2025Updated last year
Alternatives and similar repositories for iso-merging
Users that are interested in iso-merging are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆58Dec 15, 2025Updated 9 months ago
- [CVPR 2026] - IsoCLIP: Decomposing CLIP Projectors for Efficient Intra-modal Alignment☆32May 29, 2026Updated 3 months ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆240Aug 5, 2026Updated last month
- [ICLR 2026] - Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery☆23Mar 18, 2026Updated 6 months ago
- Official codebase of "Update Your Transformer to the Latest Release: Re-Basin of Task Vectors" - ICML 2025☆24Jul 30, 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.
- Official repository for Activation-Informed Merging (AIM) of Large Language Models☆25Feb 10, 2025Updated last year
- The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""☆50Oct 1, 2025Updated 11 months ago
- [ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆36May 26, 2025Updated last year
- [NeurIPS 2025] MergeBench: A Benchmark for Merging Domain-Specialized LLMs☆50Aug 28, 2026Updated 3 weeks ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆785Updated this week
- [COG24] - Official repository of "OfflineMania: A Benchmark Environment for Offline Reinforcement Learning in Racing Games"☆12Jul 15, 2024Updated 2 years ago
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- [ICLR 2026 Oral] Invisible Safety Threat: Malicious Finetuning for LLM via Steganography☆21Mar 22, 2026Updated 6 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆113Jun 8, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official code for the paper "Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-…☆26May 11, 2025Updated last year
- Implementation of <Orthogonal Model Merging>☆35Aug 5, 2026Updated last month
- [CCS-LAMPS'24] LLM IP Protection Against Model Merging☆16Oct 14, 2024Updated last year
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆18Sep 2, 2024Updated 2 years ago
- ☆33Jul 8, 2024Updated 2 years ago
- ☆13Oct 2, 2023Updated 2 years ago
- [ECCV 2026] Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models☆28Jun 20, 2026Updated 3 months ago
- [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!☆63Mar 24, 2025Updated last year
- [arXiv 2026] dVoting: Fast Voting for dLLMs☆30Feb 13, 2026Updated 7 months ago
- 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.
- Editing Models with Task Arithmetic☆555Jan 11, 2024Updated 2 years ago
- 🔥 🔥 [ECCV 2024 Oral ] Official code for "Weighted Ensemble Models Are Strong Continual Learners"☆30Apr 16, 2025Updated last year
- [CVPR25 Event Camera Workshop] Official repository for "EV-Flying: an Event-based Dataset for In-The-Wild Recognition of Flying Objects".☆18Apr 20, 2026Updated 5 months ago
- [ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"☆11Feb 20, 2025Updated last year
- ☆89Mar 7, 2025Updated last year
- Minimal (truly) muP implementation, consistent with TP4 and TP5 papers notation☆14Jan 2, 2026Updated 8 months ago
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated 2 years ago
- PyTorch implementation of paper "StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization" in ICML 2024.☆16Jun 4, 2024Updated 2 years ago
- [ECCV2024] Vista3D: Unravel the 3D Darkside of a Single Image☆57Sep 19, 2024Updated 2 years ago
- 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.
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.☆19Nov 13, 2024Updated last year
- ☆15Apr 3, 2026Updated 5 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆104Oct 15, 2025Updated 11 months ago
- RA-Touch: Retrieval-Augmented Touch Understanding with Enriched Visual Data (ACM MM '25)☆15Sep 12, 2025Updated last year
- Unofficial Visual Prompt Tuning implementation☆17May 22, 2023Updated 3 years ago
- [Interspeech 2024] LiteFocus is a tool designed to accelerate diffusion-based TTA model, now implemented with the base model AudioLDM2.☆34Mar 11, 2025Updated last year
- [EMNLP 2026 Findings] The official code of Refinement Provenance Inference: Detecting LLM-Refined Training Prompts from Model Behavior☆22Jan 6, 2026Updated 8 months ago