shankarp8 / knowledge_distillationLinks
Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).
☆26Updated 10 months ago
Alternatives and similar repositories for knowledge_distillation
Users that are interested in knowledge_distillation are comparing it to the libraries listed below
Sorting:
- ☆52Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated 10 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆71Updated 8 months ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆77Updated 2 years ago
- ☆41Updated last year
- ☆86Updated 2 years ago
- ☆99Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆29Updated last year
- ☆44Updated 10 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆74Updated last month
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆40Updated 2 years ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Lightweight tool to identify Data Contamination in LLMs evaluation☆51Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆114Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆60Updated 2 years ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆102Updated 2 years ago
- ☆48Updated 2 years ago
- Code for "Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model", EMNLP Findings 20…☆28Updated last year
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆77Updated 7 months ago
- Codebase for Hyperdecoders https://arxiv.org/abs/2203.08304☆11Updated 2 years ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆108Updated 2 years ago
- Learning adapter weights from task descriptions☆19Updated last year
- PASTA: Post-hoc Attention Steering for LLMs☆121Updated 7 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆116Updated last year
- ☆67Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆76Updated last year