ZLKong / Awesome-Collection-Token-ReductionLinks
A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI
☆178Updated 2 months ago
Alternatives and similar repositories for Awesome-Collection-Token-Reduction
Users that are interested in Awesome-Collection-Token-Reduction are comparing it to the libraries listed below
Sorting:
- A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.☆317Updated last month
- [NAACL 2025 Oral] 🎉 From redundancy to relevance: Enhancing explainability in multimodal large language models☆121Updated 8 months ago
- [Arxiv] Discrete Diffusion in Large Language and Multimodal Models: A Survey☆309Updated 2 weeks ago
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆76Updated this week
- (ICCV 2025) Enhance CLIP and MLLM's fine-grained visual representations with generative models.☆73Updated 3 months ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆269Updated 4 months ago
- An open-source implementation for training LLaVA-NeXT.☆422Updated 11 months ago
- [NeurIPS 2025] Efficient Reasoning Vision Language Models☆405Updated 3 weeks ago
- A curated collection of resources, tools, and frameworks for developing GUI Agents.☆154Updated last week
- Code release for VTW (AAAI 2025 Oral)☆50Updated 3 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆171Updated 4 months ago
- SDAR (Synergy of Diffusion and AutoRegression), a large diffusion language model(1.7B, 4B, 8B, 30B)☆239Updated this week
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆71Updated 9 months ago
- 📚 Collection of token-level model compression resources.☆172Updated last month
- Survey: https://arxiv.org/pdf/2507.20198☆172Updated this week
- ✨✨Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy☆300Updated 5 months ago
- This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehens…☆73Updated 5 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆79Updated 2 weeks ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆79Updated this week
- [ICML 2025 Oral] An official implementation of VideoRoPE & VideoRoPE++☆199Updated 2 months ago
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆56Updated 3 weeks ago
- GPT-ImgEval: Evaluating GPT-4o’s state-of-the-art image generation capabilities☆301Updated 5 months ago
- Official repository of "Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models"☆136Updated last month
- Official implementation of "Towards Efficient Visual Adaption via Structural Re-parameterization".☆184Updated last year
- [ICLR 2025] Mathematical Visual Instruction Tuning for Multi-modal Large Language Models☆152Updated 10 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆130Updated 7 months ago
- (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator☆114Updated 6 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆103Updated 11 months ago
- Official repository for VisionZip (CVPR 2025)☆358Updated 2 months ago
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆63Updated 3 weeks ago