Osilly / dynamic_llavaLinks
[ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification".
β68Updated 3 months ago
Alternatives and similar repositories for dynamic_llava
Users that are interested in dynamic_llava are comparing it to the libraries listed below
Sorting:
- Code release for VTW (AAAI 2025 Oral)β64Updated 2 months ago
- [EMNLP 2024 Findingsπ₯] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inβ¦β103Updated last year
- [NAACL 2025π₯] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inferenceβ16Updated 6 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.β80Updated 2 months ago
- β64Updated 8 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Modelsβ159Updated 3 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Modelβ37Updated last year
- β112Updated 4 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Spβ¦β221Updated 3 weeks ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.β101Updated 6 months ago
- β¨β¨[AAAI 2026] This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Viβ¦β74Updated 8 months ago
- [EMNLP 2025 main π₯] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"β98Updated 3 months ago
- [TMLR 2025] Efficient Reasoning Models: A Surveyβ292Updated last week
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Modelsβ95Updated last month
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reductionβ139Updated 10 months ago
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Modelsβ153Updated 6 months ago
- β33Updated 7 months ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)β53Updated last year
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Languaβ¦β542Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation inβ¦β182Updated 3 months ago
- Recent Advances on MLLM's Reasoning Abilityβ26Updated 9 months ago
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.β82Updated 3 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Modelsβ63Updated last month
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"β67Updated this week
- π Collection of token-level model compression resources.β189Updated 4 months ago
- π LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Trainingβ91Updated last year
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chainsβ68Updated 5 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuningβ89Updated 11 months ago
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Modelsβ37Updated last month
- β36Updated 4 months ago