WalkerWorldPeace / MLLMergingLinks
Official implementation of "OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging".
☆41Updated 3 months ago
Alternatives and similar repositories for MLLMerging
Users that are interested in MLLMerging are comparing it to the libraries listed below
Sorting:
- Data distillation benchmark☆72Updated 7 months ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆53Updated last year
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆61Updated last year
- ☆125Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆76Updated 11 months ago
- Dataset pruning for ImageNet and LAION-2B.☆79Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆88Updated 4 months ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆169Updated last week
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆105Updated last year
- ☆23Updated 9 months ago
- (ICLR 2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆48Updated 7 months ago
- Code release for VTW (AAAI 2025 Oral)☆64Updated 3 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 11 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆80Updated 3 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- Elucidated Dataset Condensation (NeurIPS 2024)☆20Updated last year
- ☆64Updated 2 weeks ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆51Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆25Updated last year
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 9 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆120Updated 8 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆162Updated 4 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆78Updated 4 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆143Updated 9 months ago
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆76Updated 7 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆134Updated 4 months ago
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆28Updated last year
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆136Updated last year
- Official code for our paper "Model Composition for Multimodal Large Language Models" (ACL 2024)☆31Updated last year
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆58Updated last year