HazyResearch / skill-itLinks
Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models
☆46Updated last year
Alternatives and similar repositories for skill-it
Users that are interested in skill-it are comparing it to the libraries listed below
Sorting:
- ☆53Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆94Updated 3 years ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆77Updated 2 years ago
- PASTA: Post-hoc Attention Steering for LLMs☆122Updated 8 months ago
- ☆99Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated 11 months ago
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Updated 2 years ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆78Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- Learning adapter weights from task descriptions☆19Updated 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
- Language models scale reliably with over-training and on downstream tasks☆97Updated last year
- Self-Alignment with Principle-Following Reward Models☆162Updated 2 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆72Updated 8 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆38Updated 2 years ago
- Pile Deduplication Code☆19Updated 2 years ago
- ☆96Updated last year
- ☆89Updated last year
- ☆27Updated last year
- ☆29Updated last year
- Retrieval as Attention☆83Updated 2 years ago
- Inspecting and Editing Knowledge Representations in Language Models☆116Updated 2 years ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆139Updated 10 months ago
- Teaching Models to Express Their Uncertainty in Words☆39Updated 3 years ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆89Updated 2 years ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆102Updated 2 years ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75Updated 2 months ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆108Updated 2 years ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆127Updated last year