HazyResearch / skill-it
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:
- ☆50Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆91Updated 3 years ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆76Updated 2 years ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆130Updated last year
- ☆96Updated last year
- ☆46Updated this week
- ☆85Updated 2 years ago
- Retrieval as Attention☆83Updated 2 years ago
- Learning adapter weights from task descriptions☆17Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆71Updated 2 years ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated 11 months ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆44Updated 10 months ago
- ☆94Updated last year
- ☆28Updated last year
- ☆38Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆61Updated 10 months ago
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆21Updated 8 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆100Updated 2 years ago
- PASTA: Post-hoc Attention Steering for LLMs☆117Updated 5 months ago
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆38Updated 11 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆66Updated 6 months ago
- Directional Preference Alignment☆57Updated 7 months ago
- ☆25Updated last year
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆101Updated last year
- Simple and scalable tools for data-driven pretraining data selection.☆23Updated 3 months ago
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Updated last year
- Evaluate the Quality of Critique☆35Updated 11 months ago
- ☆51Updated last month
- 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
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆76Updated last year