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.
☆23Updated 11 months ago
Alternatives and similar repositories for MMNeuron
Users that are interested in MMNeuron are comparing it to the libraries listed below
Sorting:
- ☆63Updated 8 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- Code for ACL 2024 paper "Soft Self-Consistency Improves Language Model Agents"☆25Updated last year
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆62Updated 11 months ago
- Official Code Repository for the paper "Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-intensive Tasks…☆41Updated 11 months ago
- Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue (ACL 2024)☆24Updated last month
- Public code repo for COLING 2025 paper "Aligning LLMs with Individual Preferences via Interaction"☆38Updated 7 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆48Updated last year
- Official code for our paper "Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models"☆19Updated 3 weeks ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆61Updated 5 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 4 months ago
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆98Updated last year
- [ICLR 2025] Pad: Personalized alignment of llms at decoding-time☆16Updated 8 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆86Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 10 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆129Updated 4 months ago
- ☆20Updated 11 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆121Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆47Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆36Updated 10 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆127Updated 8 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆31Updated 8 months ago
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…☆58Updated 6 months ago
- ☆131Updated 8 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated 11 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆32Updated 7 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- 🔥 Omni large models and datasets for understanding and generating multi-modalities.☆20Updated last year
- Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)☆32Updated last year