HazyResearch / skill-itLinks
Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models
☆47Updated 2 years ago
Alternatives and similar repositories for skill-it
Users that are interested in skill-it are comparing it to the libraries listed below
Sorting:
- ☆54Updated last year
- PASTA: Post-hoc Attention Steering for LLMs☆127Updated 11 months ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆99Updated 4 years ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆78Updated 2 years ago
- ☆103Updated last year
- ☆57Updated 6 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆76Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated last year
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- Learning adapter weights from task descriptions☆19Updated 2 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆143Updated last year
- Self-Alignment with Principle-Following Reward Models☆169Updated last month
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Updated 2 years ago
- contrastive decoding☆205Updated 3 years ago
- the instructions and demonstrations for building a formal logical reasoning capable GLM☆55Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆103Updated 2 years ago
- Retrieval as Attention☆82Updated 2 years ago
- Pile Deduplication Code☆19Updated 2 years ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆111Updated 2 years ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆64Updated 2 years ago
- ☆44Updated last year
- ☆101Updated 2 years ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆133Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆60Updated last year
- ☆51Updated last year
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆20Updated 2 years ago