PLUM-Lab / MixLoRA
Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)
☆18Updated 8 months ago
Alternatives and similar repositories for MixLoRA:
Users that are interested in MixLoRA are comparing it to the libraries listed below
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆37Updated last year
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆19Updated 2 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆73Updated 5 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆19Updated 5 months ago
- ☆73Updated 11 months ago
- ☆23Updated 11 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆34Updated 3 months ago
- ☆75Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆71Updated 4 months ago
- Less is More: High-value Data Selection for Visual Instruction Tuning☆12Updated 3 months ago
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆11Updated 8 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆58Updated 2 months ago
- AdaMoLE: Adaptive Mixture of LoRA Experts☆29Updated 6 months ago
- ☆47Updated 5 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆52Updated 5 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
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆48Updated last week
- [EMNLP 2023 Main] Sparse Low-rank Adaptation of Pre-trained Language Models☆75Updated last year
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆28Updated 6 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
- ☆27Updated last year
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆30Updated 5 months ago
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆20Updated 3 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆32Updated 6 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆30Updated last year
- ☆132Updated 9 months ago
- ☆8Updated last week
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆54Updated 3 months ago
- ☆26Updated 3 months ago