Favorite Merge Methods
updated
CABS: Conflict-Aware and Balanced Sparsification for Enhancing Model
Merging
Paper
• 2503.01874
• Published • 1
Note cabs
Functionality-Oriented LLM Merging on the Fisher--Rao Manifold
Paper
• 2603.04972
• Published • 3
Note karcher
DELLA-Merging: Reducing Interference in Model Merging through
Magnitude-Based Sampling
Paper
• 2406.11617
• Published • 10
Note della
FuseChat: Knowledge Fusion of Chat Models
Paper
• 2408.07990
• Published • 15
Note sce
Model Stock: All we need is just a few fine-tuned models
Paper
• 2403.19522
• Published • 14
Note model_stock
Language Models are Super Mario: Absorbing Abilities from Homologous
Models as a Free Lunch
Paper
• 2311.03099
• Published • 32
Note dare
Resolving Interference When Merging Models
Paper
• 2306.01708
• Published • 18
Note ties
Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks
Paper
• 2312.06795
• Published • 2
Note breadcrumbs
Editing Models with Task Arithmetic
Paper
• 2212.04089
• Published • 8
Note task_arithmetic
Behavior Knowledge Merge in Reinforced Agentic Models
Paper
• 2601.13572
• Published • 27
Note ram, ramplus_tl
No Task Left Behind: Isotropic Model Merging with Common and
Task-Specific Subspaces
Paper
• 2502.04959
• Published • 12
Note iso-c
Accurate and Efficient Low-Rank Model Merging in Core Space
Paper
• 2509.17786
• Published • 3
Note core_space
Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification
Paper
• 2506.01631
• Published • 1
Note tensorguard