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.
☆21Updated 9 months ago
Alternatives and similar repositories for MMNeuron
Users that are interested in MMNeuron are comparing it to the libraries listed below
Sorting:
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆59Updated 9 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆46Updated 3 months ago
- ☆122Updated 6 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆118Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- ☆62Updated 6 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆43Updated 10 months ago
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆55Updated 3 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆67Updated 2 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 7 months ago
- Code and data for "Timo: Towards Better Temporal Reasoning for Language Models" (COLM 2024)☆24Updated 10 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆29Updated 6 months ago
- ☆17Updated 6 months ago
- Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)☆32Updated last year
- ☆12Updated 6 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆58Updated 2 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆46Updated 11 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆26Updated 7 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆61Updated 2 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆81Updated 10 months ago
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆22Updated 3 weeks ago
- ☆49Updated 10 months ago
- MMoE: Multimodal Mixture-of-Experts (EMNLP 2024)☆12Updated 10 months ago
- Official Code Repository for the paper "Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-intensive Tasks…☆40Updated 9 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆156Updated 2 weeks ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 8 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆102Updated 3 weeks ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆42Updated last year
- ☆50Updated 2 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆125Updated 2 months ago