shankarp8 / knowledge_distillationLinks
Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).
☆26Updated last year
Alternatives and similar repositories for knowledge_distillation
Users that are interested in knowledge_distillation are comparing it to the libraries listed below
Sorting:
- ☆53Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆74Updated 10 months ago
- ☆44Updated last year
- ☆86Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆30Updated last year
- Code for "Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model", EMNLP Findings 20…☆28Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- ☆50Updated last year
- Codebase for Hyperdecoders https://arxiv.org/abs/2203.08304☆12Updated 2 years ago
- ☆41Updated last year
- Lightweight tool to identify Data Contamination in LLMs evaluation☆52Updated last year
- ☆100Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- Supporting code for ReCEval paper☆30Updated last year
- Inspecting and Editing Knowledge Representations in Language Models☆116Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75Updated 4 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆61Updated 2 years ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆80Updated 8 months ago
- Learning adapter weights from task descriptions☆19Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆78Updated 2 years ago
- Restore safety in fine-tuned language models through task arithmetic☆28Updated last year
- Codebase for Instruction Following without Instruction Tuning☆35Updated 11 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆122Updated 9 months ago
- ☆17Updated 2 years ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆15Updated 2 years ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago