Alternatives and similar repositories for PrefixKV

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

• LINs-lab / DynMoE
  [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
  ☆153Updated 6 months ago
• lzhxmu / VTW
  Code release for VTW (AAAI 2025 Oral)
  ☆64Updated 2 months ago
• WillDreamer / Aurora
  [NeurIPS2023] Parameter-efficient Tuning of Large-scale Multimodal Foundation Model
  ☆89Updated 2 years ago
• wutaiqiang / MoSLoRA
  ☆125Updated last year
• Osilly / dynamic_llava
  [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…
  ☆68Updated 3 months ago
• Chongjie-Si / Subspace-Tuning
  A generalized framework for subspace tuning methods in parameter efficient fine-tuning.
  ☆164Updated 6 months ago
• NUS-HPC-AI-Lab / DATM
  ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
  ☆105Updated last year
• scale-lab / MTLoRA
  The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)
  ☆69Updated 6 months ago
• JinXins / Awesome-Token-Merge-for-MLLMs
  A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.
  ☆80Updated 2 months ago
• SUSTechBruce / LOOK-M
  [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…
  ☆103Updated last year
• NUS-HPC-AI-Lab / Dynamic-Tuning
  The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"
  ☆52Updated last year
• TerryPei / CSP
  Cross-Self KV Cache Pruning for Efficient Vision-Language Inference
  ☆10Updated last year
• WillDreamer / Awesome-MLLM-Reasoning
  Recent Advances on MLLM's Reasoning Ability
  ☆26Updated 9 months ago
• mengcaopku / Continual-LLaVA
  ☆16Updated last year
• iboing / CorDA
  CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)
  ☆53Updated last year
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆159Updated 3 months ago
• DavidFanzz / SCMoE
  ☆28Updated last year
• mrflogs / LoRA-Pro
  Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "
  ☆142Updated 9 months ago
• liuting20 / MustDrop
  Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
  ☆37Updated last year
• ywh187 / FitPrune
  ☆64Updated 8 months ago
• shaoshitong / G_VBSM_Dataset_Condensation
  [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)
  ☆28Updated last year
• sdc17 / UPop
  [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers
  ☆105Updated last year
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆67Updated 9 months ago
• Clin0212 / HydraLoRA
  [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
  ☆234Updated last year
• fscdc / Awesome-Efficient-Reasoning-Models
  [TMLR 2025] Efficient Reasoning Models: A Survey
  ☆292Updated last week
• yfzhang114 / LLaVA-Align
  [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…
  ☆82Updated 10 months ago
• ziplab / SPT
  [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.
  ☆75Updated 2 years ago
• CASIA-LMC-Lab / FLAP
  [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
  ☆67Updated 2 years ago
• UbiquantAI / one-shot-em
  One-shot Entropy Minimization
  ☆187Updated 7 months ago
• yolky / RCIG
  ☆14Updated 2 years ago