princeton-pli / PruLongLinks
Code for the preprint "Cache Me If You Can: How Many KVs Do You Need for Effective Long-Context LMs?"
☆47Updated 4 months ago
Alternatives and similar repositories for PruLong
Users that are interested in PruLong are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆52Updated last year
- Long Context Extension and Generalization in LLMs☆62Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆44Updated last year
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆107Updated 2 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆241Updated 3 months ago
- ☆126Updated 6 months ago
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆33Updated 2 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- ☆18Updated last year
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆69Updated 5 months ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆56Updated 10 months ago
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆78Updated last year
- Official implementation for DenseMixer: Improving MoE Post-Training with Precise Router Gradient☆63Updated 4 months ago
- ☆18Updated last year
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated last year
- ☆31Updated 2 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆80Updated 2 years ago
- ☆60Updated 6 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆84Updated 5 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆112Updated 9 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆118Updated 7 months ago
- The code and data for the paper JiuZhang3.0☆49Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆144Updated last year
- RL with Experience Replay☆51Updated 4 months ago
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Updated last year
- [ICML 2025] Predictive Data Selection: The Data That Predicts Is the Data That Teaches☆59Updated 9 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- instruction-following benchmark for large reasoning models☆45Updated 4 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆43Updated 9 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆167Updated last year