Alternatives and similar repositories for llava-interp:

Users that are interested in llava-interp are comparing it to the libraries listed below

• nickjiang2378 / vl-interp
  Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)
  ☆55Updated 2 weeks ago
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆78Updated 9 months ago
• Qinyu-Allen-Zhao / LVLM-LP
  The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?
  ☆24Updated 3 months ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆63Updated 8 months ago
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆34Updated 2 months ago
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆39Updated 3 months ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆62Updated 2 months ago
• SprocketLab / roboshot
  ☆21Updated 8 months ago
• gzcch / Bingo
  ☆54Updated 10 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆67Updated 8 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆62Updated 3 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…
  ☆76Updated 10 months ago
• LZY-the-boys / Twin-Merging
  [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
  ☆48Updated 2 months ago
• IntelLabs / lvlm-interpret
  ☆60Updated 6 months ago
• gyhdog99 / ECSO
  ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
  ☆20Updated 3 months ago
• sail-sg / Attention-Sink
  [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)
  ☆48Updated 3 months ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆41Updated 3 months ago
• amitakamath / whatsup_vlms
  Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".
  ☆39Updated 11 months ago
• yuhui-zh15 / drml
  Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)
  ☆33Updated last year
• yuhui-zh15 / AutoConverter
  Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation"
  ☆23Updated last month
• sail-sg / MMCBench
  ☆27Updated last year
• EnnengYang / AdaMerging
  AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.
  ☆64Updated 3 months ago
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆52Updated 3 weeks ago
• AtsuMiyai / UPD
  Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models
  ☆73Updated 5 months ago
• RainBowLuoCS / DEEM
  DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception. (ICLR2025 Spotlight)
  ☆18Updated 2 months ago
• mrwu-mac / R-Bench
  [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'
  ☆20Updated last month
• yossigandelsman / second_order_lens
  Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
  ☆32Updated 3 months ago
• EvolvingLMMs-Lab / multimodal-sae
  Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
  ☆104Updated 3 weeks ago
• rabiulcste / vqazero
  visual question answering prompting recipes for large vision-language models
  ☆24Updated 5 months ago
• harveyhuang18 / EMR_Merging
  [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging
  ☆44Updated 3 months ago