SUSTechBruce / LOOK-MLinks
[EMNLP 2024 Findingsπ₯] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference"
β101Updated 10 months ago
Alternatives and similar repositories for LOOK-M
Users that are interested in LOOK-M are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Contβ¦β56Updated 2 weeks ago
- Code release for VTW (AAAI 2025 Oral)β50Updated 2 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.β70Updated 8 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentationβ91Updated 2 weeks ago
- π LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Trainingβ89Updated 10 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Modelsβ149Updated last week
- CoT-Valve: Length-Compressible Chain-of-Thought Tuningβ86Updated 7 months ago
- β55Updated 5 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiencyβ130Updated 2 months ago
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"β35Updated last year
- β108Updated 3 weeks ago
- A Self-Training Framework for Vision-Language Reasoningβ86Updated 8 months ago
- [EMNLP 2025 main] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"β74Updated last month
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Modelsβ79Updated last week
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encodingβ57Updated 9 months ago
- A RLHF Infrastructure for Vision-Language Modelsβ184Updated 10 months ago
- This repository contains the code for SFT, RLHF, and DPO, designed for vision-based LLMs, including the LLaVA models and the LLaMA-3.2-viβ¦β114Updated 3 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]β151Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.β81Updated 10 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*β109Updated 4 months ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chainsβ51Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reductionβ130Updated 7 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.β91Updated 3 months ago
- β82Updated last year
- β46Updated 5 months ago
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Modelsβ136Updated 2 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concenβ¦β80Updated 3 months ago
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Largβ¦β29Updated 4 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Modelsβ135Updated 5 months ago
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understandingβ88Updated 6 months ago