THU-KEG / Skill-NeuronLinks
Source code for EMNLP2022 paper "Finding Skill Neurons in Pre-trained Transformers via Prompt Tuning".
☆18Updated 2 years ago
Alternatives and similar repositories for Skill-Neuron
Users that are interested in Skill-Neuron are comparing it to the libraries listed below
Sorting:
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆37Updated last year
- ☆30Updated 2 years ago
- Function Vectors in Large Language Models (ICLR 2024)☆185Updated 7 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆62Updated 3 months ago
- ☆29Updated last year
- ☆52Updated 7 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 7 months ago
- Lightweight Adapting for Black-Box Large Language Models☆24Updated last year
- ☆41Updated 2 years ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Updated 2 years ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆69Updated 3 years ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated 2 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 11 months ago
- ☆101Updated 2 years ago
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆42Updated 6 months ago
- Confidence Regulation Neurons in Language Models (NeurIPS 2024)☆14Updated 9 months ago
- ☆42Updated 2 years ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Updated last year
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆63Updated 11 months ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆187Updated last year
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆33Updated last year
- Test-time-training on nearest neighbors for large language models☆47Updated last year
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆69Updated 2 years ago
- Learning adapter weights from task descriptions☆19Updated 2 years ago
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆20Updated 2 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆105Updated last month