Alternatives and similar repositories for Awesome-Omni-Large-Models-and-Datasets:

Users that are interested in Awesome-Omni-Large-Models-and-Datasets are comparing it to the libraries listed below

• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆40Updated 3 months ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆65Updated 9 months ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆43Updated 4 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆68Updated 9 months ago
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆33Updated 3 months ago
• RainBowLuoCS / DEEM
  (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.
  ☆23Updated last week
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆69Updated 4 months ago
• yaolinli / DeCo
  ☆29Updated 8 months ago
• nickjiang2378 / vl-interp
  Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)
  ☆61Updated 2 weeks ago
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆72Updated last month
• Qinyu-Allen-Zhao / LVLM-LP
  The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?
  ☆26Updated 4 months ago
• lscpku / VITATECS
  ☆17Updated 8 months ago
• zchoi / Multi-Modal-Large-Language-Learning
  Awesome multi-modal large language paper/project, collections of popular training strategies, e.g., PEFT, LoRA.
  ☆27Updated 7 months ago
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆44Updated 8 months ago
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆36Updated 4 months ago
• OpenSparseLLMs / CLIP-MoE
  CLIP-MoE: Mixture of Experts for CLIP
  ☆28Updated 5 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆66Updated 2 months ago
• patrick-tssn / VideoHallucer
  VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
  ☆27Updated 8 months ago
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆80Updated 10 months ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆80Updated 11 months 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…
  ☆75Updated 3 weeks ago
• ys-zong / VL-ICL
  [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
  ☆48Updated last month
• AtsuMiyai / UPD
  Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models
  ☆74Updated 6 months ago
• gzcch / Bingo
  ☆54Updated 11 months ago
• OpenKG-ORG / EasyDetect
  An Easy-to-use Hallucination Detection Framework for LLMs.
  ☆58Updated 10 months ago
• clemneo / llava-interp
  ☆43Updated 4 months ago
• MikaStars39 / StableMask
  PyTorch implementation of StableMask (ICML'24)
  ☆12Updated 8 months ago
• d-ailin / CLIP-Guided-Decoding
  ☆16Updated 7 months ago
• DreamMr / HR-Bench
  PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…
  ☆20Updated last month
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆57Updated 5 months ago