Linking-ai / SCOPELinks
(ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation
☆33Updated 5 months ago
Alternatives and similar repositories for SCOPE
Users that are interested in SCOPE are comparing it to the libraries listed below
Sorting:
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆34Updated 8 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆50Updated last year
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆67Updated 3 months ago
- ☆29Updated 5 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆40Updated last year
- ☆64Updated 4 months ago
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆23Updated last year
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆52Updated last year
- ☆19Updated 9 months ago
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆24Updated last week
- ☆85Updated 9 months ago
- ☆46Updated 11 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated last year
- ☆120Updated 4 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆111Updated 7 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆56Updated 8 months ago
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆23Updated 3 weeks ago
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆11Updated 8 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆106Updated last year
- ☆10Updated last year
- Official Implementation of FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation☆25Updated 5 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆107Updated last month
- ☆61Updated 3 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆56Updated 3 weeks ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆44Updated 3 months ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆94Updated 11 months ago
- ☆44Updated last month
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆97Updated 4 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated 11 months ago