iboing / CorDA
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)
☆46Updated 3 months ago
Alternatives and similar repositories for CorDA:
Users that are interested in CorDA are comparing it to the libraries listed below
- ☆16Updated 5 months ago
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆35Updated 5 months ago
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆22Updated 2 weeks ago
- Code release for VTW (AAAI 2025) Oral☆37Updated 3 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆53Updated 3 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 2 months ago
- [ECCV 2024] Official repository of "GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning".☆28Updated 4 months ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆36Updated 2 months ago
- Instruction Tuning in Continual Learning paradigm☆47Updated 3 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆48Updated last week
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.☆32Updated 4 months ago
- [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.☆70Updated last year
- CLIP-MoE: Mixture of Experts for CLIP☆32Updated 6 months ago
- Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆25Updated 3 weeks ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆127Updated 11 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆58Updated 2 months ago
- ☆44Updated this week
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆94Updated 2 months ago
- Official repo of M$^2$PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning☆21Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆71Updated 4 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆28Updated 6 months ago
- Less is More: High-value Data Selection for Visual Instruction Tuning☆12Updated 3 months ago
- The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"☆45Updated 4 months ago
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆32Updated 2 weeks ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆72Updated 10 months ago
- DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆43Updated 3 weeks ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 9 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆30Updated last year
- ☆11Updated 6 months ago
- ☆47Updated 5 months ago