ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-2
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Wenjun, Pan, Jiakai, Tang, Jiahao, Ding, Yanyu, Xing, Yifei, Wang, Yuhe, Wang, Zhengzhuo, Hu, Jianguo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ReMamba: Equip Mamba with Effective Long-Sequence Modeling
by: Yuan, Danlong, et al.
Published: (2024)
by: Yuan, Danlong, et al.
Published: (2024)
BioMamba: Domain-Adaptive Biomedical Language Models
by: Yue, Ling, et al.
Published: (2024)
by: Yue, Ling, et al.
Published: (2024)
SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba
by: Huang, Yulong, et al.
Published: (2025)
by: Huang, Yulong, et al.
Published: (2025)
LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design
by: Wei, Renjie, et al.
Published: (2025)
by: Wei, Renjie, et al.
Published: (2025)
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference
by: Zhao, Han, et al.
Published: (2024)
by: Zhao, Han, et al.
Published: (2024)
DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language Models
by: He, Wei, et al.
Published: (2024)
by: He, Wei, et al.
Published: (2024)
Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models
by: Qin, Jiahao
Published: (2024)
by: Qin, Jiahao
Published: (2024)
Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models
by: Jiang, Jiyue, et al.
Published: (2025)
by: Jiang, Jiyue, et al.
Published: (2025)
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment
by: Xing, Yifei, et al.
Published: (2024)
by: Xing, Yifei, et al.
Published: (2024)
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
by: Yoshimura, Masakazu, et al.
Published: (2024)
by: Yoshimura, Masakazu, et al.
Published: (2024)
MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models
by: Huang, Kaichen, et al.
Published: (2024)
by: Huang, Kaichen, et al.
Published: (2024)
Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
by: Tencent Hunyuan Team, et al.
Published: (2025)
by: Tencent Hunyuan Team, et al.
Published: (2025)
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
by: Xu, Zukang, et al.
Published: (2025)
by: Xu, Zukang, et al.
Published: (2025)
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
by: Liang, Weixin, et al.
Published: (2025)
by: Liang, Weixin, et al.
Published: (2025)
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion
by: Zou, Jing, et al.
Published: (2024)
by: Zou, Jing, et al.
Published: (2024)
MemMamba: Rethinking Memory Patterns in State Space Model
by: Wang, Youjin, et al.
Published: (2025)
by: Wang, Youjin, et al.
Published: (2025)
CAGMamba: Context-Aware Gated Cross-Modal Mamba Network for Multimodal Sentiment Analysis
by: Jiao, Minghai, et al.
Published: (2026)
by: Jiao, Minghai, et al.
Published: (2026)
MMREC: LLM Based Multi-Modal Recommender System
by: Tian, Jiahao, et al.
Published: (2024)
by: Tian, Jiahao, et al.
Published: (2024)
DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning
by: Qian, Yanyu, et al.
Published: (2026)
by: Qian, Yanyu, et al.
Published: (2026)
DocMamba: Efficient Document Pre-training with State Space Model
by: Hu, Pengfei, et al.
Published: (2024)
by: Hu, Pengfei, et al.
Published: (2024)
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models
by: Zhou, Xiongtao, et al.
Published: (2024)
by: Zhou, Xiongtao, et al.
Published: (2024)
An Empirical Study of Mamba-based Language Models
by: Waleffe, Roger, et al.
Published: (2024)
by: Waleffe, Roger, et al.
Published: (2024)
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers
by: Xu, Zhichao
Published: (2024)
by: Xu, Zhichao
Published: (2024)
Table as a Modality for Large Language Models
by: Li, Liyao, et al.
Published: (2025)
by: Li, Liyao, et al.
Published: (2025)
Revealing and Mitigating the Local Pattern Shortcuts of Mamba
by: You, Wangjie, et al.
Published: (2024)
by: You, Wangjie, et al.
Published: (2024)
A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism
by: Wang, Jinqiang, et al.
Published: (2025)
by: Wang, Jinqiang, et al.
Published: (2025)
Locating and Editing Factual Associations in Mamba
by: Sharma, Arnab Sen, et al.
Published: (2024)
by: Sharma, Arnab Sen, et al.
Published: (2024)
GeneMamba: An Efficient and Effective Foundation Model on Single Cell Data
by: Qi, Cong, et al.
Published: (2025)
by: Qi, Cong, et al.
Published: (2025)
Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
by: Xu, Runsen, et al.
Published: (2025)
by: Xu, Runsen, et al.
Published: (2025)
Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling
by: Lee, Hyunji, et al.
Published: (2025)
by: Lee, Hyunji, et al.
Published: (2025)
Tiny Recursive Reasoning with Mamba-2 Attention Hybrid
by: Wang, Wenlong, et al.
Published: (2026)
by: Wang, Wenlong, et al.
Published: (2026)
CellMamba: Adaptive Mamba for Accurate and Efficient Cell Detection
by: Liu, Ruochen, et al.
Published: (2025)
by: Liu, Ruochen, et al.
Published: (2025)
Differential Mamba
by: Schneider, Nadav, et al.
Published: (2025)
by: Schneider, Nadav, et al.
Published: (2025)
Jamba: A Hybrid Transformer-Mamba Language Model
by: Lieber, Opher, et al.
Published: (2024)
by: Lieber, Opher, et al.
Published: (2024)
DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities
by: Lu, Xiangyu, et al.
Published: (2025)
by: Lu, Xiangyu, et al.
Published: (2025)
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes
by: Yang, Zhichao, et al.
Published: (2024)
by: Yang, Zhichao, et al.
Published: (2024)
Mamba Drafters for Speculative Decoding
by: Choi, Daewon, et al.
Published: (2025)
by: Choi, Daewon, et al.
Published: (2025)
Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate
by: Huang, Qidong, et al.
Published: (2024)
by: Huang, Qidong, et al.
Published: (2024)
CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation
by: Huang, Weiquan, et al.
Published: (2024)
by: Huang, Weiquan, et al.
Published: (2024)
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement
by: Ye, Zhifan, et al.
Published: (2025)
by: Ye, Zhifan, et al.
Published: (2025)
Similar Items
-
ReMamba: Equip Mamba with Effective Long-Sequence Modeling
by: Yuan, Danlong, et al.
Published: (2024) -
BioMamba: Domain-Adaptive Biomedical Language Models
by: Yue, Ling, et al.
Published: (2024) -
SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba
by: Huang, Yulong, et al.
Published: (2025) -
LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design
by: Wei, Renjie, et al.
Published: (2025) -
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference
by: Zhao, Han, et al.
Published: (2024)