[ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"
☆65Oct 9, 2025Updated 10 months ago
Alternatives and similar repositories for AIM
Users that are interested in AIM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo holds the implementation of PAVE: Patching and Adapting Video Large Language Models (CVPR2025)☆27Sep 6, 2025Updated 11 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆114Nov 22, 2025Updated 8 months ago
- Official code for "Rethinking Chain-of-Thought Reasoning for Videos"☆21Dec 14, 2025Updated 7 months ago
- ☆12May 15, 2025Updated last year
- [ACL-2026 Findings] Implementation for HiPrune, a training-free visual token pruning method for VLM acceleration.☆60Apr 29, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆88Jan 17, 2026Updated 6 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆90Oct 26, 2025Updated 9 months ago
- [ICML'25][TPAMI'26] Official implementation of paper "SparseVLM" and "SparseVLM+".☆273Jul 30, 2026Updated last week
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆151Mar 6, 2025Updated last year
- [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models☆60Jan 30, 2026Updated 6 months ago
- [ACL 2025] Official code for ''Learning to Reason from Feedback at Test-Time''.☆13May 16, 2025Updated last year
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆106Sep 20, 2025Updated 10 months ago
- KV cache compression via sparse coding☆18Oct 26, 2025Updated 9 months ago
- ☆68Jan 23, 2026Updated 6 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICCV 2025] "Fine-grained Spatiotemporal Grounding on Egocentric Videos"☆27Jul 3, 2026Updated last month
- [ICCV 2025] Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs☆61Feb 2, 2026Updated 6 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆121Oct 12, 2025Updated 9 months ago
- [CVPR 2025] PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models☆54Jun 12, 2025Updated last year
- [NeurIPS 25] InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding☆23Jan 25, 2026Updated 6 months ago
- [NeurIPS 2025 🔥] Official implementation for "Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retenti…☆66Mar 5, 2026Updated 5 months ago
- Official Implementation of Paper FOLDER (ICCV2025) and Turbo (ECCV2024)☆15Jun 27, 2025Updated last year
- The official implementation of CVPR 2021 Paper: Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation.☆12Oct 15, 2021Updated 4 years ago
- [CVPR 2025] Official PyTorch Implementation of GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmenta…☆70Jun 23, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Jan 8, 2025Updated last year
- [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models☆71May 15, 2025Updated last year
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆114Jun 29, 2025Updated last year
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆72Sep 18, 2025Updated 10 months ago
- [CVPR 2026] OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models☆102Apr 20, 2026Updated 3 months ago
- Research about dataflow architecture☆15Nov 30, 2023Updated 2 years ago
- [NeurIPS 2025] AutoPrune, a general pruning method for LLM/VLM/VLA☆20Oct 7, 2025Updated 10 months ago
- Elucidated Dataset Condensation (NeurIPS 2024)☆20Oct 5, 2024Updated last year
- 🎓Automatically Update circult-eda-mlsys-tinyml Papers Daily using Github Actions (Update Every 8th hours)☆10Aug 3, 2026Updated last week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆25Oct 31, 2024Updated 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…☆593Jan 4, 2025Updated last year
- iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models (ICLR2026)☆23Jun 24, 2026Updated last month
- 📚 Collection of token-level model compression resources.☆201Sep 3, 2025Updated 11 months ago
- [CVPR 2026] Wavelet-based Frame Selection by Detecting Semantic Boundary for Long Video Understanding☆33Apr 12, 2026Updated 3 months ago
- Code for paper: Unraveling the Shift of Visual Information Flow in MLLMs: From Phased Interaction to Efficient Inference☆14Jun 7, 2025Updated last year
- [NeurIPS 2024] Official Code for the Paper "Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning"☆27Apr 8, 2025Updated last year