scale-lab / MTLoRALinks
The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)
☆68Updated 4 months ago
Alternatives and similar repositories for MTLoRA
Users that are interested in MTLoRA are comparing it to the libraries listed below
Sorting:
- [NeurIPS2023] Parameter-efficient Tuning of Large-scale Multimodal Foundation Model☆88Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆132Updated 2 months ago
- ☆41Updated last year
- ☆123Updated last year
- CLIP-MoE: Mixture of Experts for CLIP☆50Updated last year
- Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)☆31Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆44Updated 4 months ago
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆50Updated last year
- ☆91Updated 2 years ago
- 【NeurIPS 2024】Official implementation of "Visual Fourier Prompt Tuning"☆36Updated 9 months ago
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆84Updated last year
- [CVPR 2024] The official pytorch implementation of "A General and Efficient Training for Transformer via Token Expansion".☆47Updated last year
- This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).☆42Updated last year
- Awesome List of Vision Language Prompt Papers☆47Updated 2 years ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆84Updated last year
- ☆148Updated last year
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆53Updated 10 months ago
- [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision☆86Updated 5 months ago
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆109Updated 5 months ago
- Parameter-Efficient Fine-Tuning for Foundation Models☆98Updated 7 months ago
- [2025] Efficient Vision Language Models: A Survey☆37Updated 4 months ago
- The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …☆59Updated last year
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆195Updated 2 years ago
- ☆22Updated 11 months ago
- The efficient tuning method for VLMs☆80Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆159Updated 4 months ago
- Official Pytorch implementation of "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning". (ICCV2023)☆70Updated last year
- [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.☆74Updated 2 years ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆229Updated 11 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 8 months ago