Alternatives and similar repositories for bootstrapped-preference-optimization-BPO

Users that are interested in bootstrapped-preference-optimization-BPO are comparing it to the libraries listed below

• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆76Updated last year
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆68Updated last year
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆45Updated 11 months ago
• vlf-silkie / VLFeedback
  ☆100Updated last year
• NUS-TRAIL / NoisyRollout
  NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
  ☆67Updated 2 weeks ago
• haonan3 / V1
  V1: Toward Multimodal Reasoning by Designing Auxiliary Task
  ☆34Updated 2 months ago
• mshukor / ima-lmms
  [NeurIPS2024] Official code for (IMA) Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
  ☆18Updated 8 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…
  ☆78Updated 4 months ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆84Updated last year
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆75Updated 7 months ago
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆56Updated 8 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆88Updated last year
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆46Updated 7 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆78Updated 5 months ago
• pengts / VW-LMM
  ☆25Updated last year
• chenllliang / G1
  G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning
  ☆61Updated last month
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆58Updated 5 months ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆51Updated 7 months ago
• HKUST-LongGroup / CoMM
  Official repository for CoMM Dataset
  ☆36Updated 5 months ago
• RifleZhang / LLaVA-Hound-DPO
  ☆149Updated 7 months ago
• MAmmoTH-VL / MAmmoTH-VL
  (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
  ☆45Updated 2 weeks ago
• UW-Madison-Lee-Lab / CoBSAT
  Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"
  ☆39Updated 3 weeks ago
• bcdnlp / FAITHSCORE
  ☆29Updated 3 months ago
• LzVv123456 / VISTA
  ☆40Updated 3 weeks ago
• patrick-tssn / VideoHallucer
  VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
  ☆32Updated 2 months ago
• si0wang / VisVM
  ☆44Updated 5 months ago
• joez17 / VideoNIAH
  VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
  ☆47Updated 3 months ago
• Qinyu-Allen-Zhao / LVLM-LP
  The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?
  ☆31Updated 7 months ago
• Share14 / ShareGemini
  ☆30Updated 10 months ago
• shiqichen17 / VLM_Merging
  Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)
  ☆60Updated 2 weeks ago