beccabai / Data-centric_multimodal_LLM
Survey on Data-centric Large Language Models
☆65Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for Data-centric_multimodal_LLM
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆55Updated 3 months ago
- ☆116Updated 3 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆149Updated 2 weeks ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆74Updated this week
- A curated list of awesome Multimodal studies.☆97Updated 2 weeks ago
- ☆76Updated 4 months ago
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …☆27Updated this week
- ☆58Updated 3 months ago
- A list of papers about data quality in Large Language Models (LLMs)☆22Updated 11 months ago
- ☆131Updated 2 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆210Updated last month
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆287Updated 2 months ago
- [EMNLP 2024 Findings🔥] Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Infe…☆75Updated last week
- ☆146Updated last month
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆102Updated 2 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆139Updated this week
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆72Updated 7 months ago
- A RLHF Infrastructure for Vision-Language Models☆104Updated this week
- ☆23Updated 3 months ago
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆31Updated 2 weeks ago
- Efficient Multimodal Large Language Models: A Survey☆278Updated 3 months ago
- 😎 up-to-date & curated list of awesome LMM hallucinations papers, methods & resources.☆145Updated 7 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆92Updated 2 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆29Updated 7 months ago
- A Survey on the Honesty of Large Language Models☆46Updated last month
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆230Updated 6 months ago
- [Preprint] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆50Updated 3 months ago
- ☆147Updated 4 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆36Updated this week
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆135Updated last month