xuyang-liu16 / Awesome-Token-level-Model-CompressionLinks
📚 Collection of token-level model compression resources.
☆180Updated 2 months ago
Alternatives and similar repositories for Awesome-Token-level-Model-Compression
Users that are interested in Awesome-Token-level-Model-Compression are comparing it to the libraries listed below
Sorting:
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆88Updated last month
- Code release for VTW (AAAI 2025 Oral)☆61Updated last week
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆75Updated 2 weeks ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆193Updated 5 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆97Updated 4 months ago
- ☆60Updated 6 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆132Updated 8 months ago
- Survey: https://arxiv.org/pdf/2507.20198☆196Updated 3 weeks ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Updated 10 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆155Updated last month
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆62Updated last month
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆66Updated 2 weeks ago
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆65Updated last month
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆86Updated last month
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆194Updated 4 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆276Updated 2 weeks ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Updated 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-Langua…☆515Updated 10 months ago
- Official PyTorch implementation of the paper "dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching" (dLLM-Cache…☆176Updated 2 months ago
- ☆267Updated last month
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆130Updated 2 months ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆207Updated 7 months ago
- The Next Step Forward in Multimodal LLM Alignment☆185Updated 6 months ago
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆91Updated 10 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆93Updated 2 months ago
- Official repository for VisionZip (CVPR 2025)☆373Updated 3 months ago
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆34Updated last week
- Pruning the VLLMs☆104Updated 11 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to unified multimodal models.☆325Updated last month
- ✨✨[AAAI 2026] This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Vi…☆73Updated 6 months ago