Shwai-He / VLM-CompressionLinks
The official implementation of the paper "Rethinking Pruning for Vision-Language Models: Strategies for Effective Sparsity".
☆14Updated last year
Alternatives and similar repositories for VLM-Compression
Users that are interested in VLM-Compression are comparing it to the libraries listed below
Sorting:
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆45Updated 7 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆85Updated last year
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆33Updated 11 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆52Updated last year
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆36Updated last year
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆70Updated 6 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆88Updated 4 months ago
- ☆47Updated 10 months ago
- Recent Advances on MLLM's Reasoning Ability☆26Updated 10 months ago
- my commonly-used tools☆64Updated last year
- ☆88Updated last year
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆32Updated 9 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆44Updated last year
- Code for Heima☆59Updated 9 months ago
- Source code of ACL 2023 Main Conference Paper "PAD-Net: An Efficient Framework for Dynamic Networks".☆11Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆38Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆84Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated 2 years ago
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆59Updated 9 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆25Updated last year
- Official Repository of LatentSeek☆76Updated 8 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆84Updated 3 months ago
- [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains☆76Updated 6 months ago
- ☆33Updated 8 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆64Updated last year
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆88Updated 11 months ago
- ☆23Updated 3 months ago
- Research works from Tencent AI Lab regarding self-evolving agents☆82Updated last week