shankarp8 / knowledge_distillation
Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).
☆24Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for knowledge_distillation
- ☆39Updated 7 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆47Updated 4 months ago
- ☆44Updated 2 months ago
- ☆40Updated 11 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆49Updated last week
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated last year
- Codebase for Instruction Following without Instruction Tuning☆32Updated last month
- ☆16Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆26Updated 7 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆50Updated 7 months ago
- Long Context Extension and Generalization in LLMs☆39Updated 2 months ago
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆26Updated 3 weeks ago
- ☆80Updated 2 years ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆83Updated 4 months ago
- ☆25Updated last year
- AbstainQA, ACL 2024☆19Updated last month
- [EMNLP Findings 2024 & ACL 2024 NLRSE Oral] Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards☆44Updated 6 months ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆13Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆21Updated 4 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆61Updated 7 months ago
- Methods and evaluation for aligning language models temporally☆24Updated 8 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆65Updated 2 years ago
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆18Updated 3 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆36Updated 8 months ago
- BeHonest: Benchmarking Honesty in Large Language Models☆30Updated 3 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆54Updated 10 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆68Updated 5 months ago
- ☆65Updated 5 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆62Updated 3 months ago