DAMO-NLP-SG / multilingual_analysis
[NeurIPS 2024] How do Large Language Models Handle Multilingualism?
☆32Updated 5 months ago
Alternatives and similar repositories for multilingual_analysis:
Users that are interested in multilingual_analysis are comparing it to the libraries listed below
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆108Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆53Updated 5 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆37Updated 3 months ago
- ☆72Updated 4 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆73Updated last year
- General-purpose activation steering library☆61Updated 3 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆72Updated last month
- Function Vectors in Large Language Models (ICLR 2024)☆161Updated last week
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆80Updated 11 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆75Updated 2 months ago
- ☆22Updated 7 months ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆95Updated 2 months ago
- ☆93Updated last year
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆23Updated 3 weeks ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆76Updated 3 weeks ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆42Updated 3 weeks ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆30Updated 5 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆92Updated 3 weeks ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated last month
- ☆29Updated 11 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆133Updated last month
- Steering Llama 2 with Contrastive Activation Addition☆144Updated 11 months ago
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆22Updated 8 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- Language Imbalance Driven Rewarding for Multilingual Self-improving☆17Updated 5 months ago
- ☆27Updated last month
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆91Updated 11 months ago
- ☆40Updated last year
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 4 months ago
- ☆27Updated last week