Alternatives and similar repositories for MTLoRA

Users that are interested in MTLoRA are comparing it to the libraries listed below

• SJTU-DeepVisionLab / FLoRA
  ☆38Updated 11 months ago
• WillDreamer / Aurora
  [NeurIPS2023] Parameter-efficient Tuning of Large-scale Multimodal Foundation Model
  ☆88Updated last year
• Osilly / TokenExpansion
  [CVPR 2024] The official pytorch implementation of "A General and Efficient Training for Transformer via Token Expansion".
  ☆44Updated last year
• gyhdog99 / MoCLE
  MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)
  ☆40Updated last year
• UMass-Embodied-AGI / Mod-Squad
  ☆90Updated 2 years ago
• JieShibo / MemVP
  [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning
  ☆49Updated last year
• MPSC-UMBC / Efficient-Vision-Language-Models-A-Survey
  [2025] Efficient Vision Language Models: A Survey
  ☆18Updated last month
• PLUM-Lab / MixLoRA
  Multimodal Instruction Tuning with Conditional Mixture of LoRA (ACL 2024)
  ☆22Updated 10 months ago
• alexlioralexli / attention-transfer
  ☆20Updated 7 months ago
• OpenSparseLLMs / CLIP-MoE
  CLIP-MoE: Mixture of Experts for CLIP
  ☆42Updated 8 months ago
• ziplab / SPT
  [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.
  ☆71Updated last year
• runtsang / VFPT
  Official implementation of NeurIPS 2024 "Visual Fourier Prompt Tuning"
  ☆28Updated 5 months ago
• wutaiqiang / MoSLoRA
  ☆105Updated 11 months ago
• zstarN70 / RLRR
  Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach, CVPR 2024
  ☆22Updated 11 months ago
• ArmenJeddi / saint
  a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity
  ☆27Updated last month
• DavidYanAnDe / ARC
  ☆35Updated last year
• winycg / CLIP-KD
  [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation
  ☆119Updated 11 months ago
• NUS-HPC-AI-Lab / Dynamic-Tuning
  The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"
  ☆46Updated 5 months ago
• ZhengYu518 / VL-Mamba
  Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"
  ☆81Updated last year
• simplelifetime / TIVE
  Less is More: High-value Data Selection for Visual Instruction Tuning
  ☆14Updated 5 months ago
• Kwai-YuanQi / TaskGalaxy
  Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types
  ☆19Updated 2 months ago
• hyzhang98 / PiNI
  Enhance Vision-Language Alignment with Noise (AAAI 2025)
  ☆24Updated 6 months ago
• TsinghuaC3I / SoRA
  [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models
  ☆78Updated last year
• zefang-liu / AdaMoLE
  AdaMoLE: Adaptive Mixture of LoRA Experts
  ☆32Updated 8 months ago
• liuting20 / MustDrop
  Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
  ☆30Updated 5 months ago
• ChengHan111 / E2VPT
  Official Pytorch implementation of "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning". (ICCV2023)
  ☆69Updated last year
• leo-yangli / VB-LoRA
  This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).
  ☆38Updated 8 months ago
• OliverRensu / ARM
  [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision
  ☆80Updated 3 weeks ago
• gaojingsheng / LAMM
  Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024
  ☆32Updated last year
• Osilly / dynamic_llava
  [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…
  ☆42Updated 6 months ago