GXimingLu / IPA
Codebase for Inference-Time Policy Adapters
☆22Updated last year
Related projects ⓘ
Alternatives and complementary repositories for IPA
- Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆39Updated last month
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆62Updated 5 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆84Updated 7 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆41Updated 10 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆49Updated 8 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆58Updated 8 months ago
- [EMNLP Findings 2024 & ACL 2024 NLRSE Oral] Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards☆44Updated 6 months ago
- Long Context Extension and Generalization in LLMs☆39Updated 2 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆68Updated 5 months ago
- Weak-to-Strong Jailbreaking on Large Language Models☆67Updated 9 months ago
- Augmenting Statistical Models with Natural Language Parameters☆17Updated 2 months ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆46Updated 5 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆33Updated 10 months ago
- Implementation of PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆26Updated 2 weeks ago
- LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆28Updated 7 months ago
- ☆19Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆63Updated last month
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆84Updated 5 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆45Updated last year
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆48Updated 7 months ago
- ☆46Updated 2 weeks ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆97Updated 7 months ago
- [EMNLP 2023, Findings] GRACE: Discriminator-Guided Chain-of-Thought Reasoning☆44Updated last month
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆97Updated 2 months ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs?☆25Updated 5 months ago
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆26Updated 3 weeks ago
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆30Updated 6 months ago
- ☆90Updated 4 months ago
- Official codebase for permutation self-consistency.☆16Updated 9 months ago