beccabai / Data-centric_multimodal_LLM

Related projects: ⓘ

• Chaos96 / fourierft
  ☆119Updated last week
• GCYZSL / MoLA
  ☆109Updated last month
• CRIPAC-DIG / LogicCheckGPT
  [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…
  ☆16Updated 2 months ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆47Updated last month
• SUSTechBruce / LOOK-M
  Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference"
  ☆59Updated 2 months ago
• yfzhang114 / Awesome-Multimodal-Large-Language-Models
  Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models
  ☆76Updated last week
• Purshow / Awesome-LVLM-Hallucination
  ☆32Updated last month
• lzhxmu / VTW
  ☆19Updated last month
• ZJU-LLMs / Awesome-LoRAs
  ☆30Updated last month
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆85Updated 3 months ago
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆177Updated 2 months ago
• Chongjie-Si / Subspace-Tuning
  A generalized framework for subspace tuning methods in parameter efficient fine-tuning.
  ☆59Updated this week
• TsinghuaC3I / SoRA
  The source code of the EMNLP 2023 main conference paper: Sparse Low-rank Adaptation of Pre-trained Language Models.
  ☆62Updated 6 months ago
• OpenKG-ORG / EasyDetect
  An Easy-to-use Hallucination Detection Framework for LLMs.
  ☆48Updated 4 months ago
• EnnengYang / Awesome-Model-Merging-Methods-Theories-Applications
  Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
  ☆104Updated this week
• Ablustrund / LoRAMoE
  LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment
  ☆190Updated 4 months ago
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆86Updated 4 months ago
• TUDB-Labs / MixLoRA
  State-of-the-art Parameter-Efficient MoE Fine-tuning Method
  ☆58Updated 3 weeks ago
• Gary-code / Awesome-LVLM-paper
  List of papers about Large Multimodal model
  ☆18Updated 7 months ago
• xieyuquanxx / awesome-Large-MultiModal-Hallucination
  😎 up-to-date & curated list of awesome LMM hallucinations papers, methods & resources.
  ☆140Updated 5 months ago
• gyhdog99 / MoCLE
  MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)
  ☆28Updated 5 months ago
• tianyi-lab / HallusionBench
  [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…
  ☆220Updated 6 months ago
• wutaiqiang / MoSLoRA
  ☆54Updated 2 months ago
• withinmiaov / A-Survey-on-Mixture-of-Experts
  ☆97Updated last month
• shikiw / OPERA
  [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…
  ☆255Updated 3 weeks ago
• yfzhang114 / LLaVA-Align
  This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…
  ☆66Updated 5 months ago
• swordlidev / Efficient-Multimodal-LLMs-Survey
  Efficient Multimodal Large Language Models: A Survey
  ☆230Updated last month
• BillChan226 / HALC
  [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
  ☆62Updated 4 months ago
• yule-BUAA / MergeLLM
  Codes for Merging Large Language Models
  ☆16Updated last month
• ecnu-sea / SEA
  SEA is an automated paper review framework capable of generating comprehensive and high-quality review feedback with high consistency for…
  ☆42Updated last month