Susan571 / LENSLLMLinks
This repository contains the code for our ICML 2025 paper——LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection🎉
☆25Updated last month
Alternatives and similar repositories for LENSLLM
Users that are interested in LENSLLM are comparing it to the libraries listed below
Sorting:
- [ICML 2025] This is the official PyTorch implementation of "🎵 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching i…☆40Updated last week
- Code repo for "Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning"☆26Updated last month
- ☆24Updated last month
- [ICML2025] Official Code of From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection☆20Updated 3 weeks ago
- ☆16Updated 2 months ago
- Code release for VTW (AAAI 2025 Oral)☆45Updated this week
- Fast-Slow Thinking for Large Vision-Language Model Reasoning☆16Updated 2 months ago
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 5 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆30Updated 6 months ago
- Code and data for paper "Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation".☆17Updated 2 months ago
- VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆47Updated last week
- Official implement of MIA-DPO☆59Updated 5 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆60Updated this week
- Official Repository: A Comprehensive Benchmark for Logical Reasoning in MLLMs☆38Updated last month
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆78Updated last month
- SFT+RL boosts multimodal reasoning☆19Updated 3 weeks ago
- ☆89Updated 3 months ago
- (ArXiv25) Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning☆51Updated last month
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆39Updated 3 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆57Updated 3 weeks ago
- Recent Advances on MLLM's Reasoning Ability☆24Updated 3 months ago
- [Arxiv Paper 2504.09130]: VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search☆20Updated 2 months ago
- 🚀 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆25Updated last month
- paper list, tutorial, and nano code snippet for Diffusion Large Language Models.☆85Updated 3 weeks ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆64Updated last month
- ☆16Updated 6 months ago
- ☆21Updated 2 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆40Updated last year
- 🚀 Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆30Updated last month
- Official PyTorch implementation of RACRO (https://www.arxiv.org/abs/2506.04559)☆15Updated 2 weeks ago