GSYfate / knnlm-limitsLinks
Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"
☆23Updated last month
Alternatives and similar repositories for knnlm-limits
Users that are interested in knnlm-limits are comparing it to the libraries listed below
Sorting:
- ☆29Updated 10 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆43Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆21Updated 9 months ago
- Codebase for Instruction Following without Instruction Tuning☆34Updated 8 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆38Updated 2 years ago
- Codebase for Context-aware Meta-learned Loss Scaling (CaMeLS). https://arxiv.org/abs/2305.15076.☆25Updated last year
- The official code of EMNLP 2022, "SCROLLS: Standardized CompaRison Over Long Language Sequences".☆69Updated last year
- The repository contains code for Adaptive Data Optimization☆24Updated 5 months ago
- ☆38Updated last year
- Adding new tasks to T0 without catastrophic forgetting☆33Updated 2 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆57Updated 2 years ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆30Updated 4 months ago
- ☆51Updated last year
- ☆20Updated last month
- ☆11Updated last year
- ☆44Updated 9 months ago
- ☆20Updated last year
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆54Updated last year
- Exploration of automated dataset selection approaches at large scales.☆42Updated 3 months ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆77Updated 2 years ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆32Updated 2 months ago
- Aioli: A unified optimization framework for language model data mixing☆27Updated 4 months ago
- Tasks for describing differences between text distributions.☆16Updated 9 months ago
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆25Updated 9 months ago
- ☆35Updated last year
- ☆28Updated last year
- ☆19Updated last year
- [arXiv preprint] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆33Updated 5 months ago
- Long Context Extension and Generalization in LLMs☆56Updated 8 months ago
- Pile Deduplication Code☆19Updated 2 years ago