Z1zs / MMNeuronLinks
Official implementation of "MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model". Our codes are borrowed from Tang's language specific neurons implementation and nrimsky's logit lens implementation.
☆19Updated 6 months ago
Alternatives and similar repositories for MMNeuron
Users that are interested in MMNeuron are comparing it to the libraries listed below
Sorting:
- A Survey on the Honesty of Large Language Models☆57Updated 6 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆75Updated 7 months ago
- [ICLR 2025] Pad: Personalized alignment of llms at decoding-time☆10Updated 3 months ago
- MMoE: Multimodal Mixture-of-Experts (EMNLP 2024)☆11Updated 7 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 4 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆42Updated 8 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆61Updated 6 months ago
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆32Updated last month
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆28Updated 3 weeks ago
- Official Code Repository for the paper "Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-intensive Tasks…☆38Updated 7 months ago
- ☆46Updated 7 months ago
- This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).☆19Updated 5 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 3 months ago
- ☆19Updated last month
- ☆46Updated 2 months ago
- Public code repo for COLING 2025 paper "Aligning LLMs with Individual Preferences via Interaction"☆29Updated 2 months ago
- [ACL 2024] This is the code repo for our ACL‘24 paper "MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module …☆36Updated 11 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆87Updated 6 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆51Updated 7 months ago
- ☆24Updated 2 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆41Updated last year
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆48Updated last month
- ☆22Updated 10 months ago
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆19Updated 4 months ago
- Code and data for "Timo: Towards Better Temporal Reasoning for Language Models" (COLM 2024)☆23Updated 8 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆73Updated 4 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆41Updated 11 months ago
- ☆75Updated last year
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆54Updated 6 months ago