fc2869 / lo-fitLinks
LoFiT: Localized Fine-tuning on LLM Representations
☆45Updated 10 months ago
Alternatives and similar repositories for lo-fit
Users that are interested in lo-fit are comparing it to the libraries listed below
Sorting:
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆123Updated last year
- ☆66Updated 8 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆47Updated last year
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆130Updated 4 months ago
- ☆29Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆63Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆84Updated 8 months ago
- AbstainQA, ACL 2024☆28Updated last year
- ☆102Updated 2 years ago
- [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs☆50Updated 6 months ago
- [NeurIPS 2023 D&B Track] Code and data for paper "Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evalua…☆36Updated 2 years ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆119Updated last year
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆28Updated last year
- ☆52Updated 7 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated 2 years ago
- Function Vectors in Large Language Models (ICLR 2024)☆186Updated 7 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆70Updated 3 years ago
- A Survey on Data Selection for Language Models☆252Updated 7 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆127Updated last month
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 11 months ago
- ☆41Updated 2 years ago
- ☆57Updated 2 years ago
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- The Paper List on Data Contamination for Large Language Models Evaluation.☆106Updated 2 weeks ago
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆46Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆77Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆76Updated last year