HazyResearch / skill-itLinks
Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models
☆47Updated 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:
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆96Updated 4 years ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆74Updated 10 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆122Updated 9 months ago
- ☆100Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated last year
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆77Updated 2 years ago
- ☆53Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- Learning adapter weights from task descriptions☆19Updated last year
- Language models scale reliably with over-training and on downstream tasks☆99Updated 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
- ☆52Updated 4 months ago
- Pile Deduplication Code☆19Updated 2 years ago
- Retrieval as Attention☆83Updated 2 years ago
- Self-Alignment with Principle-Following Reward Models☆165Updated 4 months ago
- ☆97Updated last year
- Long Context Extension and Generalization in LLMs☆60Updated 11 months ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆79Updated 8 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Updated 2 years ago
- 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
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆26Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated last year
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆52Updated last year
- Data and code for the preprint "In-Context Learning with Long-Context Models: An In-Depth Exploration"☆39Updated last year
- ☆27Updated last year
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Updated 2 years ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆75Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆77Updated 2 years ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆91Updated 2 years ago
- The original Backpack Language Model implementation, a fork of FlashAttention☆69Updated 2 years ago